JAMIA - volume 28 - 2021 论文列表 |
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Volume 28, Number 12, November 2021
Ignacio Perez-Pozuelo Dimitris Spathis Jordan Gifford-Moore Jessica Morley Josh Cowls
Guidance for publishing qualitative research in informatics.
Jessica S. Ancker Natalie C. Benda Madhu Reddy Kim M. Unertl Tiffany C. Veinot
Digital health needs for implementing high-quality primary care: recommendations from the National Academies of Sciences, Engineering, and Medicine.Alex H. Krist Robert L. Phillips Luci K. Leykum Benjamin Olmedo
The roles of the US National Library of Medicine and Donald A.B. Lindberg in revolutionizing biomedical and health informatics.Randolph A. Miller Edward H. Shortliffe
Extracting social determinants of health from electronic health records using natural language processing: a systematic review.Braja Gopal Patra Mohit M. Sharma Veer Vekaria Prakash Adekkanattu Olga V. Patterson Benjamin S. Glicksberg Lauren A. Lepow Euijung Ryu Joanna M. Biernacka Al'ona Furmanchuk Thomas J. George William R. Hogan Yonghui Wu Xi Yang Jiang Bian Myrna Weissman Priya Wickramaratne J. John Mann Mark Olfson Thomas R. Campion Jr. Mark G. Weiner Jyotishman Pathak
Identifying patterns in administrative tasks through structural topic modeling: A study of task definitions, prevalence, and shifts in a mental health practice's operations during the COVID-19 pandemic.Dessislava Pachamanova Wiljeana Glover Zhi Li Michael Docktor Nitin Gujral
Blueprint for aligned data exchange for research and public health.Maria Michaels Sameemuddin Syed William B. Lober
Use of machine learning to transform complex standardized nursing care plan data into meaningful research variables: a palliative care exemplar.Tamara Goncalves Rezende Macieira Yingwei Yao Gail M. Keenan
Cast suppression in radiographs by generative adversarial networks.Franko Hrzic Ivana Zuzic Sebastian Tschauner Ivan Stajduhar
Spanish adaptation and validation of the User Version of the Mobile Application Rating Scale (uMARS).Rubén Martín Payo Sergio Carrasco-Santos Marcelino Cuesta Stoyan R. Stoyanov Xana Gonzalez-Mendez María del Mar Martínez-Ballesteros
Predicting next-day discharge via electronic health record access logs.Xinmeng Zhang Chao Yan Bradley A. Malin Mayur B. Patel You Chen
Transferability of neural network clinical deidentification systems.Kahyun Lee Nicholas J. Dobbins Bridget T. McInnes Meliha Yetisgen Özlem Uzuner
Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems using novel metrics.Evan W. Orenstein Swaminathan Kandaswamy Naveen Muthu Juan D. Chaparro Philip Hagedorn Adam C. Dziorny Adam Moses Sean Hernandez Amina Khan Hannah B. Huth Jonathan M. Beus Eric S. Kirkendall
Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.Yufang Huang Yifan Liu Peter A. D. Steel Kelly M. Axsom John R. Lee Sri Lekha Tummalapalli Fei Wang Jyotishman Pathak Lakshminarayanan Subramanian Yiye Zhang
Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory.Rachel L. Richesson Keith A. Marsolo Brian J. Douthit Karen Staman P. Michael Ho Dana Dailey Andrew D. Boyd Kathleen McTigue Miriam O. Ezenwa Judith M. Schlaeger Crystal L. Patil Keturah R. Faurot Leah Tuzzio Eric B. Larson Emily C. O'Brien Christina K. Zigler Joshua R. Lakin Alice R. Pressman Jordan M. Braciszewski Corita R. Grudzen Guilherme Del Fiol
Interoperable genetic lab test reports: mapping key data elements to HL7 FHIR specifications and professional reporting guidelines.Aly Khalifa Clinton C. Mason Jennifer H. Garvin Marc S. Williams Guilherme Del Fiol Brian R. Jackson Steven B. Bleyl Gil Alterovitz Stanley M. Huff
Documentation and review of social determinants of health data in the EHR: measures and associated insights.Michael D. Wang Matthew S. Pantell Laura M. Gottlieb Julia Adler-Milstein
It's like sending a message in a bottle: A qualitative study of the consequences of one-way communication technologies in hospitals.Megan Lafferty Molly Harrod Sarah Krein Milisa Manojlovich
Impact of event notification services on timely follow-up and rehospitalization among primary care patients at two Veterans Affairs Medical Centers.Brian E. Dixon Kimberly M. Judon Ashley L. Schwartzkopf Vivian M. Guerrero Nicholas S. Koufacos Justine May Cathy C. Schubert Kenneth S. Boockvar
ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.Harrison G. Zhang Boris P. Hejblum Griffin M. Weber Nathan P. Palmer Susanne E. Churchill Peter Szolovits Shawn N. Murphy Katherine P. Liao Isaac S. Kohane Tianxi Cai
Distantly supervised biomedical relation extraction using piecewise attentive convolutional neural network and reinforcement learning.Tiantian Zhu Yang Qin Yang Xiang Baotian Hu Qingcai Chen Weihua Peng
DOPE: D-Optimal Pooling Experimental design with application for SARS-CoV-2 screening.Yair Daon Amit Huppert Uri Obolski
Active neural networks to detect mentions of changes to medication treatment in social media.Davy Weissenbacher Suyu Ge Ari Z. Klein Karen O'Connor Robert Gross Sean Hennessy Graciela Gonzalez-Hernandez
Celebrating Randolph A. Miller, MD, 2021 Morris F. Collen Award winner and pioneer in clinical decision support.Volume 28, Number 11, October 2021
Matthew A. Willis Zhaoxian Hu Rajiv Saran Marissa Argentina Jennifer L. Bragg-Gresham Sarah L. Krein Brenda W. Gillespie Kai Zheng Tiffany C. Veinot
Corrigendum to: The 2019 National Natural language processing (NLP) Clinical Challenges (n2c2)/Open Health NLP (OHNLP) shared task on clinical concept normalization for clinical records.Sam Henry Yanshan Wang Feichen Shen Özlem Uzuner
Corrigendum to: Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review.Jessica M. Schwartz Amanda J. Moy Sarah Collins Rossetti Noémie Elhadad Kenrick D. Cato
Response to: Looking for clinician involvement under the wrong lamp post: the need for collaboration measures.Jessica M. Schwartz Amanda J. Moy Sarah Collins Rossetti Noémie Elhadad Kenrick D. Cato
Looking for clinician involvement under the wrong lamp post: The need for collaboration measures.Mark P. Sendak Michael Gao William Ratliff Marshall Nichols Armando Bedoya Cara O'Brien Suresh Balu
Health management via telemedicine: Learning from the COVID-19 experience.Ran Sun Douglas W. Blayney Tina Hernandez-Boussard
Optimizing gender-affirming medical care through anatomical inventories, clinical decision support, and population health management in electronic health record systems.Chris Grasso Hilary Goldhammer Julie Thompson Alex S. Keuroghlian
Incorporating broadband durability in measuring geographic access to health care in the era of telehealth: A case example of the 2-step virtual catchment area (2SVCA) Method.Jennifer Alford-Teaster Fahui Wang Anna N. A. Tosteson Tracy Onega
Shared clinical decision-making on vaccines: out of sight, out of mind.Angela K. Shen Jeremey J. Michel Aisha T. Langford Elizabeth A. Sobczyk
A theory-based meta-regression of factors influencing clinical decision support adoption and implementation.Siru Liu Thomas J. Reese Kensaku Kawamoto Guilherme Del Fiol Charlene R. Weir
Automation in nursing decision support systems: A systematic review of effects on decision making, care delivery, and patient outcomes.Saba Akbar David Lyell Farah Magrabi
Mobile health applications for older adults: a systematic review of interface and persuasive feature design.Na Liu Jiamin Yin Sharon Swee-Lin Tan Kee Yuan Ngiam Hock-Hai Teo
Balancing value and burden: the Centers for Medicare & Medicaid Services electronic Clinical Quality Measure (eCQM) Strategy Project.Michelle Schreiber Deborah Krauss Bridget Blake Edna Boone Rose Almonte
Mobile health technology to improve maternal health awareness in tribal populations: mobile for mothers.Avishek Choudhury Onur Asan Murari M. Choudhury
Misalignment between COVID-19 hotspots and clinical trial sites.Lauren Franks Hao Liu Mitchell S. V. Elkind Muredach P. Reilly Chunhua Weng Shing M. Lee
From clinical trials to clinical practice: How long are drugs tested and then used by patients?Chi Yuan Patrick B. Ryan Casey N. Ta Jae Hyun Kim Ziran Li Chunhua Weng
Interactive, on-line visualization tools to measure and drive equity in COVID-19 vaccine administrations.Amy W. Shaheen Eileen Ciesco Kevin Johnson Greg Kuhnen Christopher Paolini Gary Gartner
A survey of extant organizational and computational setups for deploying predictive models in health systems.Sehj Kashyap Keith E. Morse Birju S. Patel Nigam H. Shah
User-centered design of a scalable, electronic health record-integrated remote symptom monitoring intervention for patients with asthma and providers in primary care.Robert S. Rudin Sofia Perez Jorge A. Rodriguez Jessica Sousa Savanna Plombon Adriana Arcia Dinah Foer David W. Bates Anuj K. Dalal
Developing machine learning models to personalize care levels among emergency room patients for hospital admission.Minh Nguyen Conor K. Corbin Tiffany Eulalio Nicolai P. Ostberg Gautam Machiraju Ben J. Marafino Michael Baiocchi Christian Rose Jonathan H. Chen
Predicting brain function status changes in critically ill patients via Machine learning.Chao Yan Cheng Gao Ziqi Zhang Wencong Chen Bradley A. Malin E. Wesley Ely Mayur B. Patel You Chen
Feasibility of replacing the ICD-10-CM with the ICD-11 for morbidity coding: A content analysis.Kin Wah Fung Julia Xu Shannon McConnell-Lamptey Donna Pickett Olivier Bodenreider
Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.Hale M. Thompson Brihat Sharma Sameer Bhalla Randy Boley Connor McCluskey Dmitriy Dligach Matthew M. Churpek Niranjan S. Karnik Majid Afshar
Mining relationships between transmission clusters from contact tracing data: An application for investigating COVID-19 outbreak.Tsz Ho Kwan Ngai Sze Wong Eng-Kiong Yeoh Shui Shan Lee
The ecosystem of apps and software integrated with certified health information technology.Wesley Barker Christian Johnson
Expected clinical utility of automatable prediction models for improving palliative and end-of-life care outcomes: Toward routine decision analysis before implementation.Ryeyan Taseen Jean-François Ethier
Real-time electronic health record mortality prediction during the COVID-19 pandemic: a prospective cohort study.Peter D. Sottile David J. Albers Peter E. Dewitt Seth Russell J. N. Stroh David P. Kao Bonnie Adrian Matthew E. Levine Ryan Mooney Lenny Larchick Jean S. Kutner Matthew K. Wynia Jeffrey J. Glasheen Tellen D. Bennett
Preliminary study of patient safety and quality use cases for ICD-11 MMS.Susan H. Fenton Kathy L. Giannangelo Mary H. Stanfill
GraphSynergy: a network-inspired deep learning model for anticancer drug combination prediction.Jiannan Yang Zhongzhi Xu William Ka Kei Wu Qian Chu Qingpeng Zhang
Computational drug repositioning of atorvastatin for ulcerative colitis.Lawrence Bai Madeleine K. D. Scott Ethan Steinberg Laurynas Kalesinskas Aida Habtezion Nigam H. Shah Purvesh Khatri
Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench.Jie Na Nansu Zong Chen Wang David E. Midthun Yuan Luo Ping Yang Guoqian Jiang
Progress toward contextualized, persuasive, and integrated consumer information technologies for health.Volume 28, Number 10, September 2021
Martin Hensher Paul Cooper Sithara Wanni Arachchige Dona Mary Rose Angeles Dieu Nguyen Natalie Heynsbergh Mary Lou Chatterton Anna Peeters
To the editor: New approaches toward actionable mobile health evaluation. Meeting them where they are on the web: addressing structural barriers for Latinos in telehealth care.Yohualli Balderas-Medina Anaya Giselle D. Hernandez Stephanie A. Hernandez David E. Hayes-Bautista
Patient-led data sharing for clinical bioinformatics research: USCDI and beyond.William J. Gordon Daniel Gottlieb David A. Kreda Joshua C. Mandel Kenneth D. Mandl Isaac S. Kohane
A systematic review of automatic text summarization for biomedical literature and EHRs.Mengqian Wang Manhua Wang Fei Yu Yue Yang Jennifer Walker Javed Mostafa
Health information technology to support cancer survivorship care planning: A systematic review.Sean P. Mikles Ashley C. Griffin Arlene E. Chung
Differential privacy in health research: A scoping review.Joseph Ficek Wei Wang Henian Chen Getachew Dagne Ellen Daley
Digital disparities: lessons learned from a patient reported outcomes program during the COVID-19 pandemic.Rachel C. Sisodia Jorge A. Rodriguez Thomas D. Sequist
Learning decision thresholds for risk stratification models from aggregate clinician behavior.Birju S. Patel Ethan Steinberg Stephen R. Pfohl Nigam H. Shah
Increasing trust in real-world evidence through evaluation of observational data quality.Clair Blacketer Frank J. DeFalco Patrick B. Ryan Peter R. Rijnbeek
Feasibility of capturing real-world data from health information technology systems at multiple centers to assess cardiac ablation device outcomes: A fit-for-purpose informatics analysis report.Guoqian Jiang Sanket S. Dhruva Jiajing Chen Wade L. Schulz Amit A. Doshi Peter A. Noseworthy Shumin Zhang Yue Yu H. Patrick Young Eric Brandt Keondae R. Ervin Nilay D. Shah Joseph S. Ross Paul Coplan Joseph P. Drozda
Impact of implementing electronic prior authorization on medication filling in an electronic health record system in a large healthcare system.Julie C. Lauffenburger Cheryl D. Stults Satish Mudiganti Xiaowei Yan Lisa M. Dean-Gilley Mengdong He Angela Tong Michael A. Fischer
Harnessing electronic clinical data to report adult and prenatal immunization quality measures.Sepheen C. Byron Lindsey Roth Ryan M. Acton Angela Shen
A novel application of SMART on FHIR architecture for interoperable and scalable integration of patient-reported outcome data with electronic health records.Deliya B. Wesley Joseph Blumenthal Shrenikkumar Shah Robin Littlejohn Zoe Pruitt Ram A. Dixit Chun-Ju Hsiao Christine Dymek Raj M. Ratwani
Machine learning for initial insulin estimation in hospitalized patients.Minh Nguyen Ivana Jankovic Laurynas Kalesinskas Michael T. M. Baiocchi Jonathan H. Chen
Validation of an electronic trigger to measure missed diagnosis of stroke in emergency departments.Viralkumar Vaghani Li Wei Umair Mushtaq Dean F. Sittig Andrea Bradford Hardeep Singh
Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition.Jianfu Li Yujia Zhou Xiaoqian Jiang Karthik Natarajan Serguei V. S. Pakhomov Hongfang Liu Hua Xu
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter.Arjun Magge Elena Tutubalina Zulfat Miftahutdinov Ilseyar Alimova Anne Dirkson Suzan Verberne Davy Weissenbacher Graciela Gonzalez-Hernandez
Patient portal engagement and diabetes management among new portal users in the Veterans Health Administration.Mark S. Zocchi Stephanie A. Robinson Arlene S. Ash Varsha G. Vimalananda Hill L. Wolfe Timothy P. Hogan Samantha L. Connolly Maureen T. Stewart Linda Am Dane Netherton Stephanie L. Shimada
Electronic consultations and economies of scale: a qualitative study of clinician perspectives on scaling up e-consult delivery.Ekaterina Anderson Seppo T. Rinne Jay D. Orlander Sarah L. Cutrona Judith L. Strymish Varsha G. Vimalananda
Interpretable disease prediction using heterogeneous patient records with self-attentive fusion encoder.Heeyoung Kwak Jooyoung Chang Byeongjin Choe Sang Min Park Kyomin Jung
Application of natural language processing techniques to identify off-label drug usage from various online health communities.Brian Dreyfus Anuj Chaudhary Parth Bhardwaj V. Karthikhaa Shree
Data Consult Service: Can we use observational data to address immediate clinical needs?Anna Ostropolets Philip Zachariah Patrick Ryan Ruijun Chen George Hripcsak
Trading off accuracy and explainability in AI decision-making: findings from 2 citizens' juries.Sabine N. van der Veer Lisa Riste Sudeh Cheraghi-Sohi Denham L. Phipps Mary P. Tully Kyle Bozentko Sarah Atwood Alex Hubbard Carl Wiper Malcolm Oswald Niels Peek
Automated detection of substance use information from electronic health records for a pediatric population.Yizhao Ni Alycia Bachtel Katie Nause Sarah Beal
MT-clinical BERT: scaling clinical information extraction with multitask learning.Andriy Mulyar Özlem Uzuner Bridget T. McInnes
Assessing hospital electronic health record vendor performance across publicly reported quality measures.A. Jay Holmgren Masha Kuznetsova David C. Classen David W. Bates
Improving domain adaptation in de-identification of electronic health records through self-training.Shun Liao Jamie Kiros Jiyang Chen Zhaolei Zhang Ting Chen
The relationship between cybersecurity ratings and the risk of hospital data breaches. Analyzing security issues of android mobile health and medical applications.Gioacchino Tangari Muhammad Ikram I Wayan Budi Sentana Kiran Ijaz Mohamed Ali Kâafar Shlomo Berkovsky
Climate change, security, privacy, and data sharing: Important areas for advocacy and informatics solutions. Call for emergency action to limit global temperature increases, restore biodiversity, and protect health.Lukoye Atwoli Abdullah H. Baqui Thomas Benfield Raffaella Bosurgi Fiona Godlee Stephen Hancocks Richard Horton Laurie Laybourn-Langton Carlos Augusto Monteiro Ian Norman Kirsten Patrick Nigel Praities Marcel G. M. Olde Rikkert Eric J. Rubin Peush Sahni Richard Smith Nick Talley Sue Turale Damián Vázquez
Volume 28, Number 9, August 2021
Yi Guo Yahan Zhang Tianchen Lyu Mattia C. F. Prosperi Fei Wang Hua Xu Jiang Bian
Benefits, challenges, and contributors to success for national eHealth systems implementation: a scoping review.James Scheibner Joanna Sleigh Marcello Ienca Effy Vayena
Sticky apps, not sticky hands: A systematic review and content synthesis of hand hygiene mobile apps.Norina Gasteiger Dawn Dowding Syed Mustafa Ali Ashley Jordan Stephen Scott Paul Wilson Sabine N. van der Veer
The use of SNOMED CT, 2013-2020: a literature review. TechQuity is an imperative for health and technology business: Let's work together to achieve it.Cheryl R. Clark Yasemin Akdas Consuelo H. Wilkins Kyu Rhee Kevin B. Johnson David W. Bates Irene Dankwa-Mullan
Informatics-enabled citizen science to advance health equity.Rupa S. Valdez Don E. Detmer Philip Bourne Katherine K. Kim Robin Austin Anna McCollister-Slipp Courtney C. Rogers Karen C. Waters-Wicks
Digital phenotyping and sensitive health data: Implications for data governance.Ignacio Perez-Pozuelo Dimitris Spathis Jordan Gifford-Moore Jessica Morley Josh Cowls
Rapid deployment of an algorithm to triage dental emergencies during COVID-19 pandemic.Sharon C. Perelman Steven Erde Lynda Torre Tunaidi Ansari
Accessibility evaluation of COVID-19 vaccine registration websites across the United States.Sarah Alismail Wallace Chipidza
Usability, inclusivity, and content evaluation of COVID-19 contact tracing apps in the United States.Serena O. Blacklow Sarah Lisker Madelena Y. Ng Urmimala Sarkar Courtney R. Lyles
Practical development and operationalization of a 12-hour hospital census prediction algorithm.Alexander J. Ryu Santiago Romero-Brufau Narges Shahraki Jiawei Zhang Ray Qian Thomas C. Kingsley
Clinically relevant pretraining is all you need.Oliver J. Bear Don't Walk IV Tony Y. Sun Adler J. Perotte Noémie Elhadad
COVID-19 trial graph: a linked graph for COVID-19 clinical trials.Jingcheng Du Qing Wang Jingqi Wang Prerana Ramesh Yang Xiang Xiaoqian Jiang Cui Tao
Utilizing timestamps of longitudinal electronic health record data to classify clinical deterioration events.Li-heng Fu Chris Knaplund Kenrick Cato Adler J. Perotte Min-Jeoung Kang Patricia C. Dykes David J. Albers Sarah Collins Rossetti
A decade post-HITECH: Critical access hospitals have electronic health records but struggle to keep up with other advanced functions.Nate C. Apathy A. Jay Holmgren Julia Adler-Milstein
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing.Subhrajit Roy Diana Mincu Eric Loreaux Anne Mottram Ivan Protsyuk Natalie Harris Yuan Xue Jessica Schrouff Hugh Montgomery Alistair Connell Nenad Tomasev Alan Karthikesalingam Martin Seneviratne
Comparison of women and men in biomedical informatics scientific dissemination: retrospective observational case study of the AMIA Annual Symposium: 2017-2020.Andrea L. Hartzler Gondy Leroy Brenda Daurelle Magali Ochoa Jeffrey Williamson Dasha Cohen Carole H. Stipelman
Aggregating large-scale databases for PubMed author name disambiguation.Li Zhang Yong Huang Jinqing Yang Wei Lu
Rising to the challenges of the pandemic: Telehealth innovations in U.S. emergency departments.Lori Uscher-Pines Jessica Sousa Ateev Mehrotra Lee H. Schwamm Kori S. Zachrison
Using ethnographic methods to classify the human experience in medicine: a case study of the presence ontology.Amrapali Maitra Maulik R. Kamdar Donna M. Zulman Marie C. Haverfield Cati Brown-Johnson Rachel Schwartz Sonoo Thadaney Israni Abraham Verghese Mark A. Musen
Biomedical and clinical English model packages for the Stanza Python NLP library.Yuhao Zhang Yuhui Zhang Peng Qi Christopher D. Manning Curtis P. Langlotz
A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study.Lisiane Pruinelli Jiaqi Zhou Bethany Stai Jesse Schold Timothy Pruett Sisi Ma György J. Simon
Integrated digital pathology at scale: A solution for clinical diagnostics and cancer research at a large academic medical center.Peter J. Schüffler Luke Geneslaw Dig Vijay Kumar Yarlagadda Matthew G. Hanna Jennifer Samboy Evangelos Stamelos Chad M. Vanderbilt John Philip Marc-Henri Jean Lorraine Corsale Allyne Manzo Neeraj H. G. Paramasivam John S. Ziegler Jianjiong Gao Juan C. Perin Young Suk Kim Umeshkumar K. Bhanot Michael H. A. Roehrl Orly Ardon Sarah Chiang Dilip D. Giri Carlie S. Sigel Lee K. Tan Melissa Murray Christina Virgo Christine England Yukako Yagi S. Joseph Sirintrapun David S. Klimstra Meera R. Hameed Victor E. Reuter Thomas J. Fuchs
Impact of the 2015 Health Information Technology Certification Edition on Interoperability among Hospitals.Yuriy Pylypchuk Wesley Barker William Encinosa Talisha Searcy
Design thinking in applied informatics: what can we learn from Project HealthDesign?Laurie L. Novak Joyce W. Harris Taneya Y. Koonce Kevin B. Johnson
A roadmap for cardiovascular care after release from incarceration: uses of a smartphone application.Pamela J. Surkan Lisa B. Puglisi Karim Butler Nika Elmi Wayne W. Zachary
Comparative analysis of competency coverage within accredited master's in health informatics programs in the East African region.Martin Chieng Were Wu Gong Priscillah Balirwa Bonny Enock Balugaba Ada Yeung Leslie Pierce Donna Ingles Young Kim Hyeon Jeong Lee Bryan E. Shepherd
Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning.Joao Francisco B. S. Martins Erickson R. Nascimento Bruno Ramos Nascimento Craig A. Sable Andrea Z. Beaton Antônio L. P. Ribeiro Wagner Meira Jr. Gisele L. Pappa
A visual representation of microbiological culture data improves comprehension: a randomized controlled trial.Eugene Y. Kim Anne V. Grossestreuer Charles Safran Larry A. Nathanson Steven Horng
Replication studies in the clinical decision support literature-frequency, fidelity, and impact. Replication studies and diversity, equity, and inclusion strategies are critical to advance the impact of biomedical and health informatics.Volume 28, Number 8, July 2021
Leslie A. Lenert Wei Ding Jeff Jacobs
Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources.Howard R. Strasberg Bryn Rhodes Guilherme Del Fiol Robert A. Jenders Peter J. Haug Kensaku Kawamoto
Association between limiting the number of open records in a tele-critical care setting and retract-reorder errors.Chiedozie Udeh Christina Canfield Isaac Briskin Aaron C. Hamilton
Development, implementation, and use of an "equity lens" integrated into an institutional quality scorecard.Mark Connolly Mary Kate Selling Scott Cook James S. Williams Marshall H. Chin Craig A. Umscheid
Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process. Privacy-protecting, reliable response data discovery using COVID-19 patient observations.Jihoon Kim Larissa Neumann Paulina Paul Michele E. Day Michael Aratow Douglas S. Bell Jason N. Doctor Ludwig Christian G. Hinske Xiaoqian Jiang Katherine K. Kim Michael E. Matheny Daniella Meeker Mark J. Pletcher Lisa M. Schilling Spencer L. SooHoo Hua Xu Kai Zheng Lucila Ohno-Machado
Evaluating resampling methods and structured features to improve fall incident report identification by the severity level.Jiaxing Liu Zoie Shui-Yee Wong Hing-Yu So Kwok Leung Tsui
Identifying and prioritizing benefits and risks of using privacy-enhancing software through participatory design: a nominal group technique study with patients living with chronic conditions.Theodoros V. Giannouchos Alva O. Ferdinand Gurudev Ilangovan Eric D. Ragan W. Benjamin Nowell Hye-Chung Kum Cason D. Schmit
Prediction of patient disposition: comparison of computer and human approaches and a proposed synthesis.Yuval Barak-Corren Isha Agarwal Kenneth A. Michelson Todd W. Lyons Mark I Neuman Susan C. Lipsett Amir A. Kimia Matthew A. Eisenberg Andrew J. Capraro Jason A. Levy Joel D. Hudgins Ben Y. Reis Andrew M. Fine
Perceptions of event notification following discharge to improve geriatric care: qualitative interviews of care team members from a 2-site cluster randomized trial.Emily Franzosa Morgan Traylor Kimberly M. Judon Vivian Guerrero Aquino Ashley L. Schwartzkopf Kenneth S. Boockvar Brian E. Dixon
Stroke risk prediction using machine learning: a prospective cohort study of 0.5 million Chinese adults.Matthew Chun Robert Clarke Benjamin J. Cairns David A. Clifton Derrick Bennett Yiping Chen Yu Guo Pei Pei Jun Lv Canqing Yu Ling Yang Liming Li Zhengming Chen Tingting Zhu
Pharmacists' perceptions of a machine learning model for the identification of atypical medication orders.Sophie-Camille Hogue Flora Chen Geneviève Brassard Denis Lebel Jean-François Bussières Audrey Durand Maxime Thibault
A neuro-symbolic method for understanding free-text medical evidence.Tian Kang Ali Turfah Jaehyun Kim Adler J. Perotte Chunhua Weng
Finding commonalities in rare diseases through the undiagnosed diseases network.Josephine Yates Alba Gutiérrez-Sacristán Vianney Jouhet Kimberly Leblanc Cecilia Esteves Thomas N. Desain Nick Benik Jason Stedman Nathan P. Palmer Guillaume Mellon Isaac S. Kohane Paul Avillach
Identifying risk of opioid use disorder for patients taking opioid medications with deep learning.Xinyu Dong Jianyuan Deng Sina Rashidian Kayley Abell-Hart Wei Hou Richard N. Rosenthal Mary M. Saltz Joel H. Saltz Fusheng Wang
Measuring time clinicians spend using EHRs in the inpatient setting: a national, mixed-methods study.Genna R. Cohen Jessica Boi Christian Johnson Llew Brown Vaishali Patel
Barriers to using clinical decision support in ambulatory care: Do clinics in health systems fare better?Yunfeng Shi Alejandro Amill-Rosario Robert S. Rudin Shira H. Fischer Paul Shekelle Dennis P. Scanlon Cheryl L. Damberg
Using nursing notes to improve clinical outcome prediction in intensive care patients: A retrospective cohort study.Kexin Huang Tamryn F. Gray Santiago Romero-Brufau James A. Tulsky Charlotta Lindvall
RTEX: A novel framework for ranking, tagging, and explanatory diagnostic captioning of radiography exams.Vasiliki Kougia John Pavlopoulos Panagiotis Papapetrou Max Gordon
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU.Oisin Fitzgerald Óscar Pérez Concha Blanca Gallego Manoj K. Saxena Lachlan Rudd Alejandro Metke-Jimenez Louisa Jorm
The association between perceived electronic health record usability and professional burnout among US nurses.Edward R. Melnick Colin P. West Bidisha Nath Pamela F. Cipriano Cheryl Peterson Daniel V. Satele Tait D. Shanafelt Liselotte N. Dyrbye
Feeling better on hemodialysis: user-centered design requirements for promoting patient involvement in the prevention of treatment complications.Matthew A. Willis Leah Brand Hein Zhaoxian Hu Rajiv Saran Marissa Argentina Jennifer L. Bragg-Gresham Sarah L. Krein Brenda W. Gillespie Kai Zheng Tiffany C. Veinot
Automated production of research data marts from a canonical fast healthcare interoperability resource data repository: applications to COVID-19 research.Leslie A. Lenert Andrey V. Ilatovskiy James Agnew Patricia Rudisill Jeff Jacobs Duncan Weatherston Kenneth R. Deans Jr.
Patient safety and quality of care: a key focus for clinical informatics.Volume 28, Number 7, July 2021
Nate C. Apathy Joshua R. Vest Julia Adler-Milstein Justin Blackburn Brian E. Dixon Christopher A. Harle
Corrigendum: Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.Tina Hernandez-Boussard Matthew P. Lungren Nigam Shah
Quality assessment of real-world data repositories across the data life cycle: A literature review.Siaw-Teng Liaw Jason Guan Nan Guo Sameera Ansari Jitendra Jonnagaddala Myron Anthony Godinho Alder Jose Borelli Simon de Lusignan Daniel Capurro Harshana Liyanage Navreet Bhattal Vicki Bennett Jaclyn Chan Michael G. Kahn
Enhancing trust in AI through industry self-governance.Joachim Roski Ezekiel J. Maier Kevin Vigilante Elizabeth A. Kane Michael E. Matheny
COVID-19 Insights Partnership: Leveraging big data from the Department of Veterans Affairs and supercomputers at the Department of Energy under the public health authority.Rachel Ramoni Molly Klote Sumitra Muralidhar Cynthia Brandt Maya A. Bernstein Benjamin H. McMahon Daniel A. Jacobson Amy C. Justice
Public vs physician views of liability for artificial intelligence in health care.Dhruv Khullar Lawrence P. Casalino Yuting Qian Yuan Lu Enoch Chang Sanjay Aneja
Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic.Lu He Changyang He Tera L. Reynolds Qiushi Bai Yicong Huang Chen Li Kai Zheng Yunan Chen
Utilizing health information technology in the treatment and management of patients during the COVID-19 pandemic: Lessons from international case study sites.Stephen Malden Catherine Heeney David W. Bates Aziz Sheikh
Transfer learning for mobile real-time face mask detection and localization.Francesco Mercaldo Antonella Santone
Enabling adoption and use of new health information technology during implementation: Roles and strategies for internal and external support personnel.Claire N. Umstead Kim M. Unertl Nancy M. Lorenzi Laurie Lovett Novak
Clinical data sharing improves quality measurement and patient safety.John D. D'Amore Laura McCrary Jody Denson Chun Li Christopher J. Vitale Priyaranjan Tokachichu Dean F. Sittig Allison B. McCoy Adam Wright
CancelRx: a health IT tool to reduce medication discrepancies in the outpatient setting.Taylor L. Watterson Jamie A. Stone Roger Brown Ka Z. Xiong Anthony Schiefelbein Edmond Ramly Peter C. Kleinschmidt Michael G. Semanik Lauren Craddock Samantha I. Pitts Taylor Woodroof Michelle A. Chui
Seriously ill pediatric patient, parent, and clinician perspectives on visualizing symptom data.Jacqueline Vaughn Donruedee Kamkhoad Ryan J. Shaw Sharron L. Docherty Arvind P. Subramaniam Nirmish Shah
Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project.Teresa B. Gibson Michael D. Nguyen Timothy Burrell Frank Yoon Jenna Wong Sai Dharmarajan Rita Ouellet-Hellstrom Wei Hua Yong Ma Elande Baro Sarah Bloemers Cory Pack Adee Kennedy Sengwee Toh Robert Ball
Robust suicide risk assessment on social media via deep adversarial learning.Ramit Sawhney Harshit Joshi Saumya Gandhi Di Jin Rajiv Ratn Shah
Deep-learning-based automated terminology mapping in OMOP-CDM.Byungkon Kang Jisang Yoon Ha Young Kim Sung Jin Jo Yourim Lee Hye Jin Kam
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients.Victor Alfonso Rodriguez Shreyas Bhave Ruijun Chen Chao Pang George Hripcsak Soumitra Sengupta Noemie Elhadad Robert A. Green Jason S. Adelman Katherine Schlosser Metitiri Pierre Elias Holden Groves Sumit Mohan Karthik Natarajan Adler J. Perotte
ACE: the Advanced Cohort Engine for searching longitudinal patient records.Alison Callahan Vladimir Polony José D. Posada Juan M. Banda Saurabh Gombar Nigam H. Shah
Can decision support combat incompleteness and bias in routine primary care data?Olga Kostopoulou Christopher Tracey Brendan C. Delaney
Practice and market factors associated with provider volume of health information exchange.Nate C. Apathy Joshua R. Vest Julia Adler-Milstein Justin Blackburn Brian E. Dixon Christopher A. Harle
Research Integrated Network of Systems (RINS): a virtual data warehouse for the acceleration of translational research.Wenjun He Katie G. Kirchoff Royce R. Sampson Kimberly K. McGhee Andrew M. Cates Jihad S. Obeid Leslie A. Lenert
Using Blueprints to promote interorganizational knowledge transfer in digital health initiatives - a qualitative exploration of a national change program in English hospitals.Robin Williams Aziz Sheikh Bryony Dean Franklin Marta Krasuska Hung The Nguyen Susan Hinder Wendy Lane Hajar Mozaffar Kathy Mason Sally Eason Henry W. W. Potts Kathrin Cresswell
DDIWAS: High-throughput electronic health record-based screening of drug-drug interactions.Patrick Wu Scott D. Nelson Juan Zhao Cosby A. Stone Jr. QiPing Feng Qingxia Chen Eric A. Larson Bingshan Li Nancy J. Cox C. Michael Stein Elizabeth Phillips Dan M. Roden Joshua C. Denny Wei-Qi Wei
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.Jeffrey G. Klann Hossein Estiri Griffin M. Weber Bertrand Moal Paul Avillach Chuan Hong Amelia L. M. Tan Brett K. Beaulieu-Jones Victor M. Castro Thomas Maulhardt Alon Geva Alberto Malovini Andrew M. South Shyam Visweswaran Michele Morris Malarkodi J. Samayamuthu Gilbert S. Omenn Kee Yuan Ngiam Kenneth D. Mandl Martin Boeker Karen L. Olson Danielle L. Mowery Robert W. Follett David A. Hanauer Riccardo Bellazzi Jason H. Moore Ne-Hooi Will Loh Douglas S. Bell Kavishwar B. Wagholikar Luca Chiovato Valentina Tibollo Siegbert Rieg Anthony L. L. J. Li Vianney Jouhet Emily Schriver Zongqi Xia Meghan Hutch Yuan Luo Isaac S. Kohane Gabriel A. Brat Shawn N. Murphy
Human-centered development of an electronic health record-embedded, interactive information visualization in the emergency department using fast healthcare interoperability resources.Jeritt G. Thayer Daria F. Ferro Jeffrey M. Miller Dean Karavite Robert W. Grundmeier Levon Utidjian Joseph J. Zorc
Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning.Jingcheng Du Yang Xiang Madhuri Sankaranarayanapillai Meng Zhang Jingqi Wang Yuqi Si Huy Anh Pham Hua Xu Yong Chen Cui Tao
Characterizing physician EHR use with vendor derived data: a feasibility study and cross-sectional analysis.Edward R. Melnick Shawn Y. Ong Allan Fong Vimig Socrates Raj M. Ratwani Bidisha Nath Michael Simonov Anup Salgia Brian Williams Daniel Marchalik Richard Goldstein Christine A. Sinsky
Pattern discovery, validation, and online experiments: a methodology for discovering television shows for public health announcements.Arash Barfar Balaji Padmanabhan
Leveraging data visualization and a statewide health information exchange to support COVID-19 surveillance and response: Application of public health informatics.Brian E. Dixon Shaun J. Grannis Connor McAndrews Andrea A. Broyles Waldo Mikels-Carrasco Ashley Wiensch Jennifer L. Williams Umberto Tachinardi Peter J. Embí
Biomedical and health informatics continue to contribute to COVID-19 pandemic solutions and beyond.Volume 28, Number 6, June 2021
Matthew S. Pantell Julia Adler-Milstein Michael D. Wang Aric A. Prather Nancy E. Adler Laura M. Gottlieb
Social informatics is a poor choice of term: A response to Pantell et al. Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.Tina Hernandez-Boussard Matthew P. Lundgren Nigam Shah
Meeting the challenge: Health information technology's essential role in achieving precision medicine.Teresa Zayas-Cabán Kevin J. Chaney Courtney C. Rogers Joshua C. Denny P. Jon White
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions.Alan H. Morris Brian Stagg Michael Lanspa James Orme Terry P. Clemmer Lindell K. Weaver Frank Thomas Colin K. Grissom Ellie Hirshberg Thomas D. East Carrie Jane Wallace Michael P. Young Dean F. Sittig Antonio Pesenti Michela Bombino Eduardo Beck Katherine A. Sward Charlene R. Weir Shobha S. Phansalkar Gordon R. Bernard B. Taylor Thompson Roy Brower Jonathon D. Truwit Jay S. Steingrub R. Duncan Hite Douglas F. Willson Jerry J. Zimmerman Vinay M. Nadkarni Adrienne Randolph Martha A. Q. Curley Christopher J. L. Newth Jacques Lacroix Michael S. D. Agus Kang H. Lee Bennett P. deBoisblanc R. Scott Evans Dean K. Sorenson Anthony Wong Michael V. Boland David W. Grainger Willard H. Dere Alan S. Crandall Julio C. Facelli Stanley M. Huff Peter J. Haug Ulrike Pielmeier Stephen Edward Rees Dan S. Karbing Steen Andreassen Eddy Fan Roberta M. Goldring Kenneth I. Berger Beno W. Oppenheimer E. Wesley Ely Ognjen Gajic Brian Pickering David A. Schoenfeld Irena Tocino Russell S. Gonnering Peter J. Pronovost Lucy A. Savitz Didier Dreyfuss Arthur S. Slutsky James D. Crapo Derek Angus Michael R. Pinsky Brent James Donald M. Berwick
Scoping review: Development and assessment of evaluation frameworks of mobile health apps for recommendations to consumers.Martin Hensher Paul Cooper Sithara Wanni Arachchige Dona Mary Rose Angeles Dieu Nguyen Natalie Heynsbergh Mary Lou Chatterton Anna Peeters
Real-time locating systems to improve healthcare delivery: A systematic review.Kevin M. Overmann Danny T. Y. Wu Catherine Xu Shwetha Bindhu Lindsey Barrick
Toolkits for implementing and evaluating digital health: A systematic review of rigor and reporting.Myron Anthony Godinho Sameera Ansari Guan Nan Guo Siaw-Teng Liaw
Factors associated with nurse well-being in relation to electronic health record use: A systematic review.Oliver T. Nguyen Shivani Shah Alexander J. Gartland Arpan Parekh Kea Turner Sue S. Feldman Lisa J. Merlo
A landscape survey of planned SMART/HL7 bulk FHIR data access API implementations and tools.James Jones Daniel Gottlieb Joshua C. Mandel Vladimir Ignatov Alyssa Ellis Wayne Kubick Kenneth D. Mandl
COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model.Jingqi Wang Noor Abu-El-Rub Josh Gray Huy Anh Pham Yujia Zhou Frank J. Manion Mei Liu Xing Song Hua Xu Masoud Rouhizadeh Yaoyun Zhang
Gender representation in U.S. biomedical informatics leadership and recognition.Ashley C. Griffin Tiffany I. Leung Jessica D. Tenenbaum Arlene E. Chung
A high-throughput phenotyping algorithm is portable from adult to pediatric populations.Alon Geva Molei Liu Vidul A. Panickan Paul Avillach Tianxi Cai Kenneth D. Mandl
Federated learning improves site performance in multicenter deep learning without data sharing.Karthik V. Sarma Stephanie A. Harmon Thomas Sanford Holger R. Roth Ziyue Xu Jesse Tetreault Daguang Xu Mona G. Flores Alex G. Raman Rushikesh Kulkarni Bradford J. Wood Peter L. Choyke Alan Priester Leonard S. Marks Steven S. Raman Dieter Enzmann Baris Turkbey William Speier Corey W. Arnold
Descriptive examination of secure messaging in a longitudinal cohort of diabetes patients in the ECLIPPSE study.Anupama Gunshekar Cemballi Andrew J. Karter Dean Schillinger Jennifer Y. Liu Danielle S. McNamara William Brown III Scott A. Crossley Wagahta Semere Mary Reed Jill Y. Allen Courtney R. Lyles
Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework.Sarah Collins Rossetti Chris Knaplund David J. Albers Patricia C. Dykes Min-Jeoung Kang Zfania Tom Korach Li Zhou Kumiko Schnock Jose P. Garcia Jessica M. Schwartz Li-heng Fu Jeffrey G. Klann Graham Lowenthal Kenrick Cato
Development of a novel machine learning model to predict presence of nonalcoholic steatohepatitis.Matt Docherty Stephane A. Regnier Gorana Capkun Maria-Magdalena Balp Qin Ye Nico Janssens Andreas Tietz Jürgen Löffler Jennifer Cai Marcos C. Pedrosa Jörn M. Schattenberg
Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions.Caroline A. Figueroa Adrián Aguilera Bibhas Chakraborty Arghavan Modiri Jai Aggarwal Nina Deliu Urmimala Sarkar Joseph Jay Williams Courtney R. Lyles
Machine learning-based outcome prediction and novel hypotheses generation for substance use disorder treatment.Murtaza Nasir Nichalin S. Summerfield Asil Oztekin Margaret Knight Leland K. Ackerson Stephanie Carreiro
Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS).Santiago Romero-Brufau Daniel Whitford Matthew G. Johnson Joel Hickman Bruce W. Morlan Terry M. Therneau James M. Naessens Jeanne M. Huddleston
Deep propensity network using a sparse autoencoder for estimation of treatment effects.Shantanu Ghosh Jiang Bian Yi Guo Mattia C. F. Prosperi
Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study.Michael Roimi Rom Gutman Jonathan Somer Asaf Ben Arie Ido Calman Yaron Bar-Lavie Udi Gelbshtein Sigal Liverant-Taub Arnona Ziv Danny Eytan Malka Gorfine Uri Shalit
Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.Matthew T. Maclean Qasim Jehangir Marijana Vujkovic Yi-An Ko Harold Litt Arijitt Borthakur Hersh Sagreiya Mark Rosen David A. Mankoff Mitchell D. Schnall Haochang Shou Julio A. Chirinos Scott M. Damrauer Drew A. Torigian Rotonya Carr Daniel J. Rader Walter R. Witschey
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.Bob Chen Wael Alrifai Cheng Gao Barrett Jones Laurie L. Novak Nancy M. Lorenzi Daniel J. France Bradley A. Malin You Chen
Advancement in predicting interactions between drugs used to treat psoriasis and its comorbidities by integrating molecular and clinical resources.Matthew T. Patrick Redina Bardhi Kalpana Raja Kevin He Lam C. Tsoi
A framework for making predictive models useful in practice.Kenneth Jung Sehj Kashyap Anand Avati Stephanie Harman Heather Shaw Ron Li Margaret Smith Kenny Shum Jacob Javitz Yohan Vetteth Tina Seto Steven C. Bagley Nigam H. Shah
Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.Qingyu Chen Tiarnan D. L. Keenan Alexis Allot Yifan Peng Elvira Agrón Amitha Domalpally Caroline C. W. Klaver Daniel T. Luttikhuizen Marcus H. Colyer Catherine A. Cukras Henry E. Wiley M. Teresa Magone Chantal Cousineau-Krieger Wai T. Wong Yingying Zhu Emily Y. Chew Zhiyong Lu
Developing a standardized protocol for computational sentiment analysis research using health-related social media data.Lu He Tingjue Yin Zhaoxian Hu Yunan Chen David A. Hanauer Kai Zheng
Artificial intelligence in breast cancer screening: primary care provider preferences.Nathaniel Hendrix A. Brett Hauber Christoph I. Lee Aasthaa Bansal David L. Veenstra
Automated model versus treating physician for predicting survival time of patients with metastatic cancer.Michael Francis Gensheimer Sonya Aggarwal Kathryn R. K. Benson Justin N. Carter Solomon Henry Douglas J. Wood Scott G. Soltys Steven Hancock Erqi Pollom Nigam H. Shah Daniel T. Chang
Machine-learning model to predict the cause of death using a stacking ensemble method for observational data.Chungsoo Kim Seng Chan You Jenna Marie Reps Jae Youn Cheong Rae Woong Park
The design and evaluation of a novel algorithm for automated preference card optimization.David Scheinker Matt Hollingsworth Anna Brody Carey Phelps William Bryant Francesca Pei Kristin Petersen Alekhya Reddy James Wall
Renal medication-related clinical decision support (CDS) alerts and overrides in the inpatient setting following implementation of a commercial electronic health record: implications for designing more effective alerts.Sonam N. Shah Mary G. Amato Katherine G. Garlo Diane L. Seger David W. Bates
Associations of physicians' prescribing experience, work hours, and workload with prescription errors.Ilona Leviatan Bernice Oberman Eyal Zimlichman Gideon Y. Stein
Improving the delivery of palliative care through predictive modeling and healthcare informatics.Dennis H. Murphree Patrick M. Wilson Shusaku W. Asai Daniel J. Quest Yaxiong Lin Piyush Mukherjee Nirmal Chhugani Jacob J. Strand Gabriel Demuth David Mead Brian Wright Andrew M. Harrison Jalal Soleimani Vitaly Herasevich Brian W. Pickering Curtis B. Storlie
Progress toward a science of learning systems for healthcare.Volume 28, Number 5, April 2021
Christine Dymek Bryan Kim Genevieve B. Melton Thomas H. Payne Hardeep Singh Chun-Ju Hsiao
The impact of electronic health record-integrated patient-generated health data on clinician burnout. Misdiagnosis: Burnout, moral injury, and implications for the electronic health record. Feeling and thinking: can theories of human motivation explain how EHR design impacts clinician burnout?Charlene R. Weir Peter Taber Teresa Taft Thomas J. Reese Barbara Jones Guilherme Del Fiol
Electronic consultations and clinician burnout: An antidote to our emotional pandemic?Michelle S. Lee Vinod E. Nambudiri
Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects.Thomas George Kannampallil Joanna Abraham Sunny S. Lou Philip R. O. Payne
Advancing electronic health record vendor usability maturity: Progress and next steps.Aaron Z. Hettinger Edward R. Melnick Raj M. Ratwani
Moving toward a sociotechnical systems approach to continuous health information technology design: the path forward for improving electronic health record usability and reducing clinician burnout.Pascale Carayon Megan E. Salwei
HITECH to 21st century cures: clinician burden and evolving health IT policy.Andrew Gettinger Teresa Zayas-Cabán
Exploring the relationship between electronic health records and provider burnout: A systematic review.Qi Yan Zheng Jiang Zachary Harbin Preston H. Tolbert Mark G. Davies
Measurement of clinical documentation burden among physicians and nurses using electronic health records: a scoping review.Amanda J. Moy Jessica M. Schwartz Ruijun Chen Shirin Sadri Eugene Lucas Kenrick D. Cato Sarah Collins Rossetti
The burden of the digital environment: a systematic review on organization-directed workplace interventions to mitigate physician burnout.Kelly J. Thomas Craig Van C. Willis David Gruen Kyu Rhee Gretchen P. Jackson
A systematic review of contributing factors of and solutions to electronic health record-related impacts on physician well-being.Oliver T. Nguyen Nyasia J. Jenkins Neel Khanna Shivani Shah Alexander J. Gartland Kea Turner Lisa J. Merlo
Electronic health records and clinician burnout: A story of three eras.Kevin B. Johnson Michael J. Neuss Don Eugene Detmer
Associations of physician burnout with organizational electronic health record support and after-hours charting.H. C. Eschenroeder Jr. Lauren C. Manzione Julia Adler-Milstein Connor Bice Robert Cash Cole Duda Craig Joseph John S. Lee Amy Maneker Karl A. Poterack Sarah B. Rahman Jacob Jeppson Christopher Longhurst
Measures of electronic health record use in outpatient settings across vendors.Sally L. Baxter Nate C. Apathy Dori A. Cross Christine A. Sinsky Michelle R. Hribar
A retrospective look at the predictions and recommendations from the 2009 AMIA policy meeting: did we see EHR-related clinician burnout coming?Justin B. Starren William M. Tierney Marc S. Williams Paul C. Tang Charlene R. Weir Ross Koppel Philip R. O. Payne George Hripcsak Don E. Detmer
The impact of time spent on the electronic health record after work and of clerical work on burnout among clinical faculty.Lauren A. Peccoralo Carly A. Kaplan Robert H. Pietrzak Dennis S. Charney Jonathan A. Ripp
Reducing electronic health record-related burnout in providers through a personalized efficiency improvement program.Eli M. Lourie Levon Haig Utidjian Maria F. Ricci Linda Webster Carola Young Stephanie M. Grenfell
Physicians' electronic inbox work patterns and factors associated with high inbox work duration.Fatema Akbar Gloria Mark E. Margaret Warton Mary E. Reed Stephanie Prausnitz Jeffrey A. East Mark F. Moeller Tracy A. Lieu
Empowering physicians with health information technology: An empirical investigation in Chinese hospitals.Yang Chen Ruba Aljafari Bo Xiao Viswanath Venkatesh
An interview study with medical scribes on how their work may alleviate clinician burnout through delegated health IT tasks.Brian D. Tran Kathryn Rosenbaum Kai Zheng
Impact of a problem-oriented view on clinical data retrieval.Michael G. Semanik Peter C. Kleinschmidt Adam Wright DuWayne L. Willett Shannon M. Dean Sameh N. Saleh Zoe Co Emmanuel Sampene Joel R. Buchanan
Health information technology and clinician burnout: Current understanding, emerging solutions, and future directions.Volume 28, Number 4, March 2021
Thomas P. Quinn Manisha Senadeera Stephan Jacobs Simon Coghlan Vuong Le
Clinical informatics during the COVID-19 pandemic: Lessons learned and implications for emergency department and inpatient operations.Hanson Hsu Peter W. Greenwald Matthew R. Laghezza Peter Steel Richard Trepp Rahul Sharma
On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic.Bryan P. Bednarski Akash Deep Singh William M. Jones
A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions.Thomas M. Sutter Jan A. Roth Kieran Chin-Cheong Balthasar L. Hug Julia E. Vogt
Predicting outcomes in central venous catheter salvage in pediatric central line-associated bloodstream infection.Lorne W. Walker Andrew J. Nowalk Shyam Visweswaran
The national landscape of culminating experiences in master's programs in health and biomedical informatics.Suzanne Morrison Cox Stephen B. Johnson Eva Shiu Sue Boren
Leveraging conversational technology to answer common COVID-19 questions.Mollie McKillop Brett R. South Anita M. Preininger Mitch Mason Gretchen Purcell Jackson
The risk of racial bias while tracking influenza-related content on social media using machine learning. Comparison of an oncology clinical decision-support system's recommendations with actual treatment decisions.Suthida Suwanvecho Harit Suwanrusme Tanawat Jirakulaporn Surasit Issarachai Nimit Taechakraichana Palita Lungchukiet Wimolrat Decha Wisanu Boonpakdee Nittaya Thanakarn Pattanawadee Wongrattananon Anita M. Preininger Metasebya Solomon Suwei Wang Rezzan Hekmat Irene Dankwa-Mullan Edward H. Shortliffe Vimla L. Patel Yull Arriaga Gretchen Purcell Jackson Narongsak Kiatikajornthada
Association between evidence-based training and clinician proficiency in electronic health record use.Laura Hollister-Meadows Rachel L. Richesson Jennie De Gagne Neil Rawlins
UMLS-based data augmentation for natural language processing of clinical research literature.Tian Kang Adler J. Perotte Youlan Tang Casey N. Ta Chunhua Weng
Application of Bayesian networks to generate synthetic health data.Dhamanpreet Kaur Matthew Sobiesk Shubham Patil Jin Liu Puran Bhagat Amar Gupta Natasha Markuzon
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2.Honghan Wu Huayu Zhang Andreas Karwath Zina M. Ibrahim Ting Shi Xin Zhang Kun Wang Jiaxing Sun Kevin Dhaliwal Daniel Bean Victor Roth Cardoso Kezhi Li James T. Teo Amitava Banerjee Fang Gao-Smith Tony Whitehouse Tonny Veenith Georgios V. Gkoutos Xiaodong Wu Richard J. B. Dobson Bruce Guthrie
Building longitudinal medication dose data using medication information extracted from clinical notes in electronic health records.Elizabeth McNeer Cole Beck Hannah L. Weeks Michael L. Williams Nathan T. James Cosmin Adrian Bejan Leena Choi
High-throughput phenotyping with temporal sequences.Hossein Estiri Zachary H. Strasser Shawn N. Murphy
Optimizing a literature surveillance strategy to retrieve sound overall prognosis and risk assessment model papers.Patricia L. Kavanagh Francine Frater Tamara Navarro Peter Lavita Rick Parrish Alfonso Iorio
Predicting pressure injury using nursing assessment phenotypes and machine learning methods.Wenyu Song Min-Jeoung Kang Linying Zhang Wonkyung Jung Jiyoun Song David W. Bates Patricia C. Dykes
A bottom-up approach to creating an ontology for medication indications.Stuart J. Nelson Allen J. Flynn Mark S. Tuttle
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.Junyi Gao Rakshith Sharma Srinivasa Cheng Qian Lucas M. Glass Jeffrey Spaeder Justin Romberg Jimeng Sun Cao Xiao
Information blocking remains prevalent at the start of 21st Century Cures Act: results from a survey of health information exchange organizations.Jordan Everson Vaishali Patel Julia Adler-Milstein
Importance-aware personalized learning for early risk prediction using static and dynamic health data.Qingxiong Tan Mang Ye Andy Jinhua Ma Terry Cheuk-Fung Yip Grace Lai-Hung Wong Pong C. Yuen
Evaluation of electronic health record-integrated digital health tools to engage hospitalized patients in discharge preparation.Anuj K. Dalal Nicholas Piniella Theresa E. Fuller Denise Pong Michael Pardo Nate Bessa Catherine Yoon Stuart R. Lipsitz Jeffrey L. Schnipper
Comparison of family health history in surveys vs electronic health record data mapped to the observational medical outcomes partnership data model in the All of Us Research Program.Robert M. Cronin Alese E. Halvorson Cassie Springer Xiaoke Feng Lina M. Sulieman Roxana Loperena-Cortes Kelsey R. Mayo Robert J. Carroll Qingxia Chen Brian K. Ahmedani Jason Karnes Bruce Korf Christopher J. O'Donnell Jun Qian Andrea H. Ramirez
Speaking up about patient-perceived serious visit note errors: Patient and family experiences and recommendations.Barbara D. Lam Fabienne C. Bourgeois Zhiyong J. Dong Sigall K. Bell
Recommendations for the safe, effective use of adaptive CDS in the US healthcare system: an AMIA position paper.Carolyn Petersen Jeffery Smith Robert R. Freimuth Kenneth W. Goodman Gretchen Purcell Jackson Joseph L. Kannry Hongfang Liu Subha Madhavan Dean F. Sittig Adam Wright
Patients and consumers (and the data they generate): an underutilized resource.Volume 28, Number 3, March 2021
Nathanael R. Fillmore Danne C. Elbers Jennifer La Theodore C. Feldman Sung Feng-Chi Robert B. Hall Vinh Nguyen Nicholas Link Robert Zwolinski Svitlana Dipietro Stephen J. Miller Anahit Aleksanyan Sergey Goryachev Paul Corcoran Steven J. Bergstrom Michael A. Parenteau Robert S. Sprague David J. Thornton Jane A. Driver Judith M. Strymish Stewart Evans Benjamin Colonna Mary T. Brophy Nhan V. Do
Telemedicine, privacy, and information security in the age of COVID-19.Mohammad S. Jalali Adam B. Landman William J. Gordon
Proper filter usage to retrieve multiwords from the MEDLINE n-gram set: Reply to the Turki et al commentary "Enhancing filter-based parenthetic abbreviation extraction methods".Chris J. Lu Amanda Payne James G. Mork
Enhancing filter-based parenthetic abbreviation extraction methods.Houcemeddine Turki Mohamed Ali Hadj Taieb Mohamed Ben Aouicha
Reply to Rousseau and Tierney. Letter to the editor in response to "Risk prediction of delirium in hospitalized patients using machine learning: an implementation and prospective evaluation study".Justin F. Rousseau William M. Tierney
Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review.Jessica M. Schwartz Amanda J. Moy Sarah Collins Rossetti Noémie Elhadad Kenrick D. Cato
The case for information fiduciaries: The implementation of a data ethics checklist at Seattle Children's Hospital.Elizabeth Montague T. Eugene Day Dwight Barry Maria Brumm Aaron McAdie Andrew B. Cooper Julia Wignall Steve Erdman Diahnna Núñez Douglas Diekema David Danks
Ten principles for data sharing and commercialization.Curtis L. Cole Soumitra Sengupta Sarah Collins Rossetti David K. Vawdrey Michael Halaas Thomas M. Maddox Geoff Gordon Trushna Dave Philip R. O. Payne Andrew E. Williams Deborah Estrin
A proposal for shoring up Federal Trade Commission protections for electronic health record-connected consumer apps under 21st Century Cures.Raheel Sayeed James Jones Daniel Gottlieb Joshua C. Mandel Kenneth D. Mandl
A call to strengthen data in response to COVID-19 and beyond.Natasha Azzopardi-Muscat Hans Henri P. Kluge Samira Asma David Novillo-Ortiz
Impact of digitally acquired peer diagnostic input on diagnostic confidence in outpatient cases: A pragmatic randomized trial.Elaine C. Khoong Valy Fontil Natalie Rivadeneira Mekhala Hoskote Shantanu Nundy Courtney R. Lyles Urmimala Sarkar
Optimizing the electronic health record: An inpatient sprint addresses provider burnout and improves electronic health record satisfaction.Jennifer R. Simpson Chen-Tan Lin Amber Sieja Stefan H. Sillau Jonathan Pell
Trends in user-initiated health information exchange in the inpatient, outpatient, and emergency settings.Saurabh Rahurkar Joshua R. Vest John T. Finnell Brian E. Dixon
The COVID-19 Trial Finder.Yingcheng Sun Alex M. Butler Fengyang Lin Hao Liu Latoya A. Stewart Jae Hyun Kim Betina Ross S. Idnay Qingyin Ge Xinyi Wei Cong Liu Chi Yuan Chunhua Weng
Development of a "meta-model" to address missing data, predict patient-specific cancer survival and provide a foundation for clinical decision support.Jason M. Baron Ketan Paranjape Tara Love Vishakha Sharma Denise Heaney Matthew Prime
SynTEG: a framework for temporal structured electronic health data simulation.Ziqi Zhang Chao Yan Thomas A. Lasko Jimeng Sun Bradley A. Malin
Precision population analytics: population management at the point-of-care.Paul C. Tang Sarah Miller Harry Stavropoulos Uri Kartoun John Zambrano Kenney Ng
Assessing the quality of clinical and administrative data extracted from hospitals: the General Medicine Inpatient Initiative (GEMINI) experience.Amol A. Verma Sachin V. Pasricha Hae Young Jung Vladyslav Kushnir Denise Y. F. Mak Radha Koppula Yishan Guo Janice L. Kwan Lauren Lapointe-Shaw Shail Rawal Terence Tang Adina Weinerman Fahad Razak
Deep learning approaches for extracting adverse events and indications of dietary supplements from clinical text.Yadan Fan Sicheng Zhou Yifan Li Rui Zhang
Generative transfer learning for measuring plausibility of EHR diagnosis records.Hossein Estiri Sebastien Vasey Shawn N. Murphy
Addressing bias in prediction models by improving subpopulation calibration.Noam Barda Gal Yona Guy N. Rothblum Philip Greenland Morton Leibowitz Ran D. Balicer Eitan Bachmat Noa Dagan
Natural language processing to measure the frequency and mode of communication between healthcare professionals and family members of critically ill patients.Filipe R. Lucini Karla D. Krewulak Kirsten M. Fiest Sean M. Bagshaw Danny J. Zuege Joon Lee Henry T. Stelfox
An explainable machine learning platform for pyrazinamide resistance prediction and genetic feature identification of Mycobacterium tuberculosis.Andrew Zhang Ling Teng Gil Alterovitz
Ambiguity in medical concept normalization: An analysis of types and coverage in electronic health record datasets.Denis Newman-Griffis Guy Divita Bart Desmet Ayah Zirikly Carolyn Penstein Rosé Eric Fosler-Lussier
Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites.William Digan Aurélie Névéol Antoine Neuraz Maxime Wack David Baudoin Anita Burgun Bastien Rance
A digital health profile & maturity assessment toolkit: cocreation and testing in the Pacific Islands.Siaw-Teng Liaw Rui Zhou Sameera Ansari Jun Gao
The emerging role of clinical informatics fellows in service learning during the COVID-19 pandemic.Meera Subash Matthew Sakumoto Jeremy Bass Peter Hong Anoop Muniyappa Logan Pierce Colin Purmal Priya Ramaswamy Reiri Sono Colby Uptegraft David Feinstein Raman Khanna
Smart hospital infrastructure: geomagnetic in-hospital medical worker tracking.Keiko Yamashita Shintaro Oyama Tomohiro Otani Satoshi Yamashita Taiki Furukawa Daisuke Kobayashi Kikue Sato Aki Sugano Chiaki Funada Kensaku Mori Naoki Ishiguro Yoshimune Shiratori
A Bayesian framework for estimating the risk ratio of hospitalization for people with comorbidity infected by SARS-CoV-2 virus. Individuals' privacy concerns and adoption of contact tracing mobile applications in a pandemic: A situational privacy calculus perspective.Farkhondeh Hassandoust Saeed Akhlaghpour Allen C. Johnston
Virtual care expansion in the Veterans Health Administration during the COVID-19 pandemic: clinical services and patient characteristics associated with utilization.Jacqueline M. Ferguson Josephine Jacobs Maria Yefimova Liberty Greene Leonie Heyworth Donna M. Zulman
FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection.Zhi Qiao Austin Bae Lucas M. Glass Cao Xiao Jimeng Sun
The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.Melissa A. Haendel Christopher G. Chute Tellen D. Bennett David A. Eichmann Justin Guinney Warren A. Kibbe Philip R. O. Payne Emily R. Pfaff Peter N. Robinson Joel H. Saltz Heidi Spratt Christine Suver John Wilbanks Adam B. Wilcox Andrew E. Williams Chunlei Wu Clair Blacketer Robert L. Bradford James J. Cimino Marshall Clark Evan W. Colmenares Patricia A. Francis Davera Gabriel Alexis Graves Raju Hemadri Stephanie S. Hong George Hripcsak Dazhi Jiao Jeffrey G. Klann Kristin Kostka Adam M. Lee Harold P. Lehmann Lora Lingrey Robert T. Miller Michele Morris Shawn N. Murphy Karthik Natarajan Matvey B. Palchuk Usman Sheikh Harold Solbrig Shyam Visweswaran Anita Walden Kellie M. Walters Griffin M. Weber Xiaohan Tanner Zhang Richard L. Zhu Benjamin Amor Andrew T. Girvin Amin Manna Nabeel Qureshi Michael G. Kurilla Sam G. Michael Lili M. Portilla Joni L. Rutter Christopher P. Austin Ken R. Gersing
Biomedical and health informatics approaches remain essential for addressing the COVID-19 pandemic.Volume 28, Number 2, February 2021
Tianrong Chen Calvin Kalun Or Jiayin Chen
A scoping review of qualitative research in JAMIA: past contributions and opportunities for future work.Mustafa I. Hussain Mayara Costa Figueiredo Brian D. Tran Zhaoyuan Su Stephen Molldrem Elizabeth V. Eikey Yunan Chen
Use of electronic health records to support a public health response to the COVID-19 pandemic in the United States: a perspective from 15 academic medical centers.Subha Madhavan Lisa Bastarache Jeffrey S. Brown Atul J. Butte David A. Dorr Peter J. Embí Charles P. Friedman Kevin B. Johnson Jason H. Moore Isaac S. Kohane Philip R. O. Payne Jessica D. Tenenbaum Mark G. Weiner Adam B. Wilcox Lucila Ohno-Machado
Ensuring full participation of people with disabilities in an era of telehealth.Rupa S. Valdez Courtney C. Rogers Henry Claypool Lucy Trieshmann Olivia Frye Claire A. Wellbeloved-Stone Poorna Kushalnagar
Combatting human trafficking in the United States: how can medical informatics help?Kim M. Unertl Colin G. Walsh Ellen Wright Clayton
Unveiling the silent threat among us: leveraging health information technology in the search for asymptomatic COVID 19 healthcare workers.Jon W. McKeeby Christopher M. Siwy Josanne Revoir Seth D. Carlson Maria D. Joyce Heike Bailin Karen M. Frank Mike Krumlauf Ann Marie Matlock Laura M. Lee Mary Sparks Tony Barnes Yenshei Liu Chung-Hee Row James M. Schmitt Danielle Smith Adrian M. Zelazny Daniel Lonnerdal Patricia S. Coffey
Sharing patient-generated data with healthcare providers: findings from a 2019 national survey.Kea Turner Ara Jo Grace Wei Amir Alishahi Tabriz Alecia Clary Heather S. L. Jim
Real-world insights from launching remote peer-to-peer mentoring in a safety net healthcare delivery setting.Courtney R. Lyles Urmimala Sarkar Urvashi Patel Sarah Lisker Allison Stark Vanessa Guzman Ashwin Patel
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset.Carlos Sáez Nekane Romero J. Alberto Conejero Juan M. García-Gómez
Public attitudes toward an authorization for contact program for clinical research.Nyiramugisha K. Niyibizi Candace D. Speight Charlie Gregor Yi-An Ko Stephanie A. Kraft Andrea R. Mitchell Bradley G. Phillips Kathryn M. Porter Seema K. Shah Jeremy Sugarman Benjamin S. Wilfond Neal W. Dickert
Patient interest in and barriers to telemedicine video visits in a multilingual urban safety-net system.Elaine C. Khoong Blythe A. Butler Omar Mesina George Su Triveni B. Defries Malini Nijagal Courtney R. Lyles
An evaluation of telehealth expansion in U.S. nursing homes.Gregory L. Alexander Kimberly R. Powell Chelsea B. Deroche
"A catalyst for action": Factors for implementing clinical risk prediction models of infection in home care settings.Dawn Dowding David Russell Margaret V. McDonald Marygrace Trifilio Jiyoun Song Carlin Brickner Jingjing Shang
Personal health information management among healthy older adults: Varying needs and approaches.Anne M. Turner Jean O. Taylor Andrea L. Hartzler Katie P. Osterhage Alyssa Bosold Ian S. Painter George Demiris
What it means to be a woman in the field of biomedical informatics: exploring the lived experiences of women managers in the kingdom of Saudi Arabia.Raniah Aldekhyyel Jwaher A. Almulhem Samar Binkheder Ruaim A. Muaygil Shahad N Aldekhyyel
Understanding the experiences of self-injurious behavior in autism spectrum disorder: Implications for monitoring technology design.Kristine D. Cantin-Garside Maury A. Nussbaum Susan W. White Sunwook Kim Chung Do Kim Diogo M. G. Fortes Rupa S. Valdez
Safe use of the EHR by medical scribes: a qualitative study.Joan S. Ash Sky M. Corby Vishnu Mohan Nicholas Solberg James Becton Robby Bergstrom Benjamin Orwoll Christopher Hoekstra Jeffrey Allen Gold
Putting the social back into sociotechnical: Case studies of co-design in digital health.Chrysanthi Papoutsi Joseph P. Wherton Sara E. Shaw Clare Morrison Trisha Greenhalgh
Persistent inequitable design and implementation of patient portals for users at the margins.Nicole S. Goedhart Teun Zuiderent-Jerak Joey Woudstra Jacqueline E. W. Broerse Afke Wieke Betten Christine Dedding
Integrating family and friend support, information technology, and diabetes education in community-centric diabetes self-management.Christina Higa Elizabeth J. Davidson Joanne R. Loos
Information needs and priority use cases of population health researchers to improve preparedness for future hurricanes and floods.Jimmy Phuong Christina Bandaragoda Shefali Haldar Kari A. Stephens Patricia Ordóñez Sean D. Mooney Andrea L. Hartzler
Doctors documenting: an ethnographic and informatics approach to understanding attending physician documentation in the pediatric emergency department.Sarah D. Fouquet Laura Fitzmaurice Y. Raymond Chan Evan M. Palmer
Disappearing expertise in clinical automation: Barcode medication administration and nurse autonomy.Jennifer Y. Hong Catherine H. Ivory Courtney B. Vanhouten Christopher L. Simpson Laurie Lovett Novak
Different roles with different goals: Designing to support shared situational awareness between patients and clinicians in the hospital.Ari H. Pollack Sonali R. Mishra Calvin R. Apodaca Maher Khelifi Shefali Haldar Wanda Pratt
"There's a problem, now what's the solution?": suggestions for technologies to support the menopausal transition from individuals experiencing menopause and healthcare practitioners.Uba Backonja Lisa Taylor-Swanson Andrew D. Miller Se-Hee Jung Shefali Haldar Nancy Fugate Woods
Building on Diana Forsythe's legacy: the value of human experience and context in biomedical and health informatics.Volume 28, Number 1, January 2021
Martijn J. Schuemie Patrick B. Ryan Nicole Pratt Ruijun Chen Seng Chan You Harlan M. Krumholz David Madigan George Hripcsak Marc A. Suchard
Inherent privacy limitations of decentralized contact tracing apps.Yoshua Bengio Daphne Ippolito Richard Janda Max Jarvie Benjamin Prud'homme Jean-Franois Rousseau Abhinav Sharma Yun William Yu
Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19.Eliane Röösli Brian Rice Tina Hernandez-Boussard
Ethics and informatics in the age of COVID-19: challenges and recommendations for public health organization and public policy.Vignesh Subbian Anthony Solomonides Melissa D. Clarkson Vasiliki Nataly Rahimzadeh Carolyn Petersen Richard Schreiber Paul R. DeMuro Prerna Dua Kenneth W. Goodman Bonnie Kaplan Ross Koppel Christoph U. Lehmann Eric Pan Yalini Senathirajah
Optimizing clinical decision support alerts in electronic medical records: a systematic review of reported strategies adopted by hospitals.Bethany A. Van Dort Wu Yi Zheng Vivek Sundar Melissa T. Baysari
How effective are electronic medication systems in reducing medication error rates and associated harm among hospital inpatients? A systematic review and meta-analysis.Peter J. Gates Rae-Anne Hardie Magdalena Z. Raban Ling Li Johanna I. Westbrook
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction.Rose Sisk Lijing Lin Matthew Sperrin Jessica K. Barrett Brian D. M. Tom Karla Diaz-Ordaz Niels Peek Glen P. Martin
Contemporary use of real-world data for clinical trial conduct in the United States: a scoping review.James R. Rogers Junghwan Lee Ziheng Zhou Ying Kuen Cheung George Hripcsak Chunhua Weng
Each patient is a research biorepository: informatics-enabled research on surplus clinical specimens via the living BioBank.Alexander V. Alekseyenko Bashir Hamidi Trevor D. Faith Keith A. Crandall Jennifer G. Powers Christopher Metts James E. Madory Steven L. Carroll Jihad S. Obeid Leslie A. Lenert
An evaluation of two commercial deep learning-based information retrieval systems for COVID-19 literature. Real-time clinical note monitoring to detect conditions for rapid follow-up: A case study of clinical trial enrollment in drug-induced torsades de pointes and Stevens-Johnson syndrome.Sarah DeLozier Peter Speltz Jason Brito Leigh Anne Tang Janey Wang Joshua C. Smith Dario A. Giuse Elizabeth Phillips Kristina Williams T. Stephen Strickland Giovanni Davogustto Dan M. Roden Joshua C. Denny
Racial and ethnic differences in self-reported telehealth use during the COVID-19 pandemic: a secondary analysis of a US survey of internet users from late March.Celeste Campos-Castillo Denise L. Anthony
Assessing automated product selection success rates in transmissions between electronic prescribing and community pharmacy platforms.Jennifer Panich Natalee Larson Luanne Sojka Zach Wallace James Lokken
Development of a predictive model for retention in HIV care using natural language processing of clinical notes.Tomasz Oliwa Brian Furner Jessica Schmitt John A. Schneider Jessica Ridgway
Clinical decision support system, using expert consensus-derived logic and natural language processing, decreased sedation-type order errors for patients undergoing endoscopy.Lin Shen Adam Wright Linda S. Lee Kunal Jajoo Jennifer Nayor Adam B. Landman
Risk factors associated with medication ordering errors.Joanna Abraham William L. Galanter Daniel Touchette Yinglin Xia Katherine J. Holzer Vania Leung Thomas George Kannampallil
Integrity of clinical information in radiology reports documenting pulmonary nodules.Ronilda Lacson Laila Cochon Patrick R. Ching Eseosa Odigie Neena Kapoor Staci Gagne Mark M. Hammer Ramin Khorasani
The technology behind TB DEPOT: a novel public analytics platform integrating tuberculosis clinical, genomic, and radiological data for visual and statistical exploration.Alyssa Long Alexander Glogowski Matthew Meppiel Lisa De Vito Eric Engle Michael Harris Grace Ha Darren Schneider Andrei E. Gabrielian Darrell E. Hurt Alex Rosenthal
Examining association between cohesion and diversity in collaboration networks of pharmaceutical clinical trials with drug approvals.Gary Lin Sauleh Siddiqui Jen Bernstein Diego A. Martinez Lauren Gardner Tenley Albright Takeru Igusa
Translating an evidence-based clinical pathway into shareable CDS: developing a systematic process using publicly available tools.Jeremy J. Michel Emilia J. Flores Lauren Dutcher Nikhil K. Mull Amy Y. Tsou
Anticancer drug synergy prediction in understudied tissues using transfer learning.Yejin Kim Shuyu Zheng Jing Tang W. Jim Zheng Zhao Li Xiaoqian Jiang
Telemedicine and healthcare disparities: a cohort study in a large healthcare system in New York City during COVID-19.Rumi Chunara Yuan Zhao Ji Chen Katharine Lawrence Paul A. Testa Oded Nov Devin M. Mann
An implementation model for managing cloud-based longitudinal care plans for children with medical complexity.Grace Wang Julia Wignall Dylan Kinard Vidhi Singh Carolyn Foster Sherri Adams Wanda Pratt Arti D. Desai
Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials.Jae Hyun Kim Casey N. Ta Cong Liu Cynthia Sung Alex M. Butler Latoya A. Stewart Lyudmila Ena James R. Rogers Junghwan Lee Anna Ostropolets Patrick B. Ryan Hao Liu Shing M. Lee Mitchell S. V. Elkind Chunhua Weng
Optimizing the synthesis of clinical trial data using sequential trees. The maturation of clinical research informatics as a subdomain of biomedical informatics.