TITB - volume 24 - 2020 论文列表 |
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Volume 24, Number 12, December 2020
Hui Jiang Mengyun Yang Xiang Chen Min Li Yaohang Li Jianxin Wang
Improved 3D Catheter Shape Estimation Using Ultrasound Imaging for Endovascular Navigation: A Further Study.
Fang Chen Jia Liu Xinran Zhang Daoqiang Zhang Hongen Liao
Long Short-Term Memory Networks for Unconstrained Sleep Stage Classification Using Polyvinylidene Fluoride Film Sensor.Sangho Choi Hyunbin Kwon Hyung Won Jin Heenam Yoon Mi Hyun Lee Yu Jin Lee Kwang Suk Park
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images.Siham Tabik Anabel Gómez-Ríos J. L. Martín-Rodríguez I. Sevillano-García Manuel Rey-Area David Charte Emilio Guirado Juan-Luis Suárez Julián Luengo M. A. Valero-González P. García-Villanova E. Olmedo-Sánchez Francisco Herrera
Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics.Cong Li Di Dong Liang Li Wei Gong Xiaohu Li Yan Bai Meiyun Wang Zhenhua Hu Yunfei Zha Jie Tian
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study.Lingwei Meng Di Dong Liang Li Meng Niu Yan Bai Meiyun Wang Xiaoming Qiu Yunfei Zha Jie Tian
A Privacy-Preserving Mobile and Fog Computing Framework to Trace and Prevent COVID-19 Community Transmission.Md Whaiduzzaman Md. Razon Hossain Ahmedur Rahman Shovon Shanto Roy Aron Laszka Rajkumar Buyya Alistair Barros
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19.Jinchang Ren Yijun Yan Huimin Zhao Ping Ma Jaime Zabalza Zain U. Hussain Shaoming Luo Qingyun Dai Sophia Zhao Aziz Sheikh Amir Hussain Huakang Li
M$^3$Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging.Xuelin Qian Huazhu Fu Weiya Shi Tao Chen Yanwei Fu Fei Shan Xiangyang Xue
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels.Dufan Wu Kuang Gong Chiara Daniela Arru Fatemeh Homayounieh Bernardo Bizzo Varun Buch Hui Ren Kyung Sang Kim Nir Neumark Pengcheng Xu Zhiyuan Liu Wei Fang Nuobei Xie Won Young Tak Soo Young Park Yu Rim Lee Min Kyu Kang Jung Gil Park Alessandro Carriero Luca Saba Mahsa Masjedi Hamidreza Talari Rosa Babaei Hadi Karimi Mobin Shadi Ebrahimian Ittai Dayan Mannudeep K. Kalra Quanzheng Li
Spatially Aware Dense-LinkNet Based Regression Improves Fluorescent Cell Detection in Adaptive Optics Ophthalmic Images.Jianfei Liu Yoo-Jean Han Tao Liu Nancy Aguilera Johnny Tam
ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach.Érick O. Rodrigues Aura Conci Panos Liatsis
Visual Field Estimation by Probabilistic Classification.Brian Chesley Dennis L. Barbour
Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function.Luana Batista da Cruz Johnatan Carvalho Souza Anselmo Cardoso de Paiva João Dallyson Sousa de Almeida Geraldo Braz Junior Kelson Rômulo Teixeira Aires Aristófanes Corrêa Silva Marcelo Gattass
Cooperative Low-Rank Models for Removing Stripe Noise From OCTA Images.Xiyin Wu Dongxu Gao David Borroni Savita Madhusudhan Zhong Jin Yalin Zheng
3D Retinal Vessel Density Mapping With OCT-Angiography.Mona Sharifi Sarabi Maziyar M. Khansari Jiong Zhang Sam Kushner-Lenhoff Jin-Kyu Gahm Yuchuan Qiao Amir H. Kashani Yonggang Shi
End-to-End Deep Learning Model for Predicting Treatment Requirements in Neovascular AMD From Longitudinal Retinal OCT Imaging.David Romo-Bucheli Ursula Schmidt-Erfurth Hrvoje Bogunovic
MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images.Xiao Ma Zexuan Ji Sijie Niu Theodore Leng Daniel L. Rubin Qiang Chen
UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification.Xi Wang Fangyao Tang Hao Chen Luyang Luo Ziqi Tang An-ran Ran Carol Y. Cheung Pheng-Ann Heng
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images.Yasmeen M. George Bhavna J. Antony Hiroshi Ishikawa Gadi Wollstein Joel S. Schuman Rahil Garnavi
Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning.Huihong Zhang Jianlong Yang Kang Zhou Fei Li Yan Hu Yitian Zhao Ce Zheng Xiulan Zhang Jiang Liu
Simultaneous Diagnosis of Severity and Features of Diabetic Retinopathy in Fundus Photography Using Deep Learning. Hard Attention Net for Automatic Retinal Vessel Segmentation.Dongyi Wang Ayman Haytham Jessica Pottenburgh Osamah Saeedi Yang Tao
Dehaze of Cataractous Retinal Images Using an Unpaired Generative Adversarial Network.Yuhao Luo Kun Chen Lei Liu Jicheng Liu Jianbo Mao Genjie Ke Mingzhai Sun
REMPE: Registration of Retinal Images Through Eye Modelling and Pose Estimation.Carlos Hernandez-Matas Xenophon Zabulis Antonis A. Argyros
How to Extract More Information With Less Burden: Fundus Image Classification and Retinal Disease Localization With Ophthalmologist Intervention.Qier Meng Yohei Hashimoto Shin'ichi Satoh
Machine Learning Techniques for Ophthalmic Data Processing: A Review.Mhd Hasan Sarhan M. Ali Nasseri Daniel Zapp Mathias Maier Chris P. Lohmann Nassir Navab Abouzar Eslami
Guest Editorial Ophthalmic Image Analysis and Informatics.Volume 24, Number 11, November 2020
M. L. Tlachac Elke A. Rundensteiner
A Multi-View Deep Neural Network Model for Chemical-Disease Relation Extraction From Imbalanced Datasets.Sayantan Mitra Sriparna Saha Mohammed Hasanuzzaman
Deep Neural Networks for Survival Analysis Using Pseudo Values. Studying the Effects of Systemic Inflammatory Markers and Drugs on AVF Longevity through a Novel Clinical Intelligent Framework.Akram Nakhaei Mohammad Mehdi Sepehri Pejman Shadpour Toktam Khatibi
Reachable Workspace and Proximal Function Measures for Quantifying Upper Limb Motion.Robert Peter Matthew Sarah Seko Gregorij Kurillo Ruzena Bajcsy Louis Cheng Jay J. Han Jeffrey C. Lotz
A DNA-Based Intelligent Expert System for Personalised Skin-Health Recommendations.Xiaoran Liu Chih-Han Chen Maria Karvela Christofer Toumazou
TAPER: Time-Aware Patient EHR Representation.Sajad Darabi Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh
Activity Recognition From Newborn Resuscitation Videos.Øyvind Meinich-Bache Simon Lennart Austnes Kjersti Engan Ivar Austvoll Trygve Eftestøl Helge Myklebust Simeon Kusulla Hussein Kidanto Hege Ersdal
Multiple Axial Spine Indices Estimation via Dense Enhancing Network With Cross-Space Distance-Preserving Regularization.Liyan Lin Xi Tao Shumao Pang Zhihai Su Hai Lu Shuo Li Qianjin Feng Bo Chen
Adaptive-Guided-Coupling-Probability Level Set for Retinal Layer Segmentation.Yue Sun Sijie Niu Xizhan Gao Jie Su Jiwen Dong Yuehui Chen Li Wang
PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings.Dani Kiyasseh Girmaw Abebe Tadesse Nhan Le Nguyen Thanh Le Van Tan Louise Thwaites Tingting Zhu David A. Clifton
Multi-Receptive-Field CNN for Semantic Segmentation of Medical Images.Liangliang Liu Fang-Xiang Wu Yu-Ping Wang Jianxin Wang
Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder.Kun-Hsi Tsai Wei-Chien Wang Chui-Hsuan Cheng Chan-Yen Tsai Jou-Kou Wang Tzu-Hao Lin Shih-Hau Fang Lichin Chen Yu Tsao
An Efficient Deep Learning Based Method for Speech Assessment of Mandarin-Speaking Aphasic Patients.Seedahmed S. Mahmoud Akshay Kumar Yiting Tang Youcun Li Xudong Gu Jianming Fu Qiang Fang
Guest Editorial Flexible Sensing and Medical Imaging for Cerebro-Cardiovascular Health.Paolo Bonato Yifan Chen Fei Chen Yuan-Ting Zhang
Disrupting Healthcare Silos: Addressing Data Volume, Velocity and Variety With a Cloud-Native Healthcare Data Ingestion Service.Rohit Ranchal Paul Bastide Xu Wang Aris Gkoulalas-Divanis Maneesh Mehra Senthil Bakthavachalam Hui Lei Ajay Mohindra
cuProCell: GPU-Accelerated Analysis of Cell Proliferation With Flow Cytometry Data.Marco S. Nobile Eric Nisoli Thalia Vlachou Simone Spolaor Paolo Cazzaniga Giancarlo Mauri Pier Giuseppe Pelicci Daniela Besozzi
Matrix Factorization-based Technique for Drug Repurposing Predictions.Gaia Ceddia Pietro Pinoli Stefano Ceri Marco Masseroli
Q-Rank: Reinforcement Learning for Recommending Algorithms to Predict Drug Sensitivity to Cancer Therapy.Salma Daoud Afef Mdhaffar Mohamed Jmaiel Bernd Freisleben
Automated Morphological Measurements of Brain Structures and Identification of Optimal Surgical Intervention for Chiari I Malformation.Luca Mesin Forough Mokabberi Christian Francesco Carlino
Analysis of Medical Data Using Community Detection on Inferred Networks.Jordan Kramer Lyric Boone Thomas Clifford Justin Bruce John Matta
Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data.Syed Khairul Bashar Md Billal Hossain Eric Ding Allan J. Walkey David D. McManus Ki H. Chon
Data-Driven Analysis of Radiologists' Behavior for Diagnosing Thyroid Nodules.Leilei Chang Chao Fu Zijian Wu Weiyong Liu Shanlin Yang
Models of Parkinson's Disease Patient Gait.James Alexander Hughes Sheridan K. Houghten Joseph Alexander Brown
Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease.Mo Zhang Xiang Li Mengjia Xu Quanzheng Li
Classification of Cancer Pathology Reports: A Large-Scale Comparative Study.Stefano Martina Leonardo Ventura Paolo Frasconi
Automatic and Explainable Labeling of Medical Event Logs With Autoencoding.Hugo De Oliveira Vincent Augusto Baptiste Jouaneton Ludovic Lamarsalle Martin Prodel Xiaolan Xie
Augmenting Dementia Cognitive Assessment With Instruction-Less Eye-Tracking Tests.Kyriaki Mengoudi Daniele Ravì Keir X. X. Yong Silvia Primativo Ivanna M. Pavisic Emilie Brotherhood Kirsty Lu Jonathan M. Schott Sebastian J. Crutch Daniel C. Alexander
An Analysis of Eye-Tracking Features and Modelling Methods for Free-Viewed Standard Stimulus: Application for Schizophrenia Detection.Juraj Kacur Jaroslav Polec Eva Smolejova Anton Heretik
Single Volume Image Generator and Deep Learning-Based ASD Classification.Md Rishad Ahmed Yuan Zhang Yi Liu Hongen Liao
Guest Editorial Data Science in Smart Healthcare: Challenges and Opportunities.Barbara Di Camillo Giuseppe Nicosia Francesca Buffa Benny Lo
Volume 24, Number 10, October 2020
Xiaochen Xian Devashish Das Kalyan S. Pasupathy Eric T. Boie Mustafa Y. Sir
A Deep Learning-Based Chemical System for QSAR Prediction.ShanShan Hu Peng Chen Pengying Gu Bing Wang
DeepAVP: A Dual-Channel Deep Neural Network for Identifying Variable-Length Antiviral Peptides.Jiawei Li Yuqian Pu Jijun Tang Quan Zou Fei Guo
Hyper-Graph Regularized Constrained NMF for Selecting Differentially Expressed Genes and Tumor Classification.Cui-Na Jiao Ying-Lian Gao Na Yu Jin-Xing Liu Lianyong Qi
PopPhy-CNN: A Phylogenetic Tree Embedded Architecture for Convolutional Neural Networks to Predict Host Phenotype From Metagenomic Data.Derek Reiman Ahmed A. Metwally Jun Sun Yang Dai
Intelligent Data-Driven Model for Diabetes Diurnal Patterns Analysis.Mohammad R. Eissa Tim Good Jackie Elliott Mohammed Benaissa
Multimodal Data Analysis of Alzheimer's Disease Based on Clustering Evolutionary Random Forest.Xia-an Bi Xi Hu Hao Wu Yang Wang
Collaborative Ehealth Privacy and Security: An Access Control With Attribute Revocation Based on OBDD Access Structure.Kennedy Edemacu Beakcheol Jang Jong Wook Kim
Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial.Hegler Correa Tissot Anoop D. Shah David Brealey Steve Harris Ruth Agbakoba Amos Folarin Luis Romao Lukasz Roguski Richard J. B. Dobson Folkert W. Asselbergs
Voice Conversion for Persons with Amyotrophic Lateral Sclerosis.Yunxin Zhao Mili Kuruvilla-Dugdale Minguang Song
A Deep Neural Network Application for Improved Prediction of $\text{HbA}_{\text{1c}}$ in Type 1 Diabetes.Aleksandr Zaitcev Mohammad R. Eissa Zheng Hui Tim Good Jackie Elliott Mohammed Benaissa
EMR-Based Phenotyping of Ischemic Stroke Using Supervised Machine Learning and Text Mining Techniques.Sheng-Feng Sung Chia-Yi Lin Ya-Han Hu
An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis.Lei Song Jianzhe Lin Z. Jane Wang Haoqian Wang
MRLN: Multi-Task Relational Learning Network for MRI Vertebral Localization, Identification, and Segmentation.Ranran Zhang Xiaoyan Xiao Zhi Liu Yujun Li Shuo Li
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance.Guilherme Aresta Carlos A. Ferreira João Pedrosa Teresa Araújo João Rebelo Eduardo Negrão Margarida Morgado Filipe Alves António Cunha Isabel Ramos Aurélio Campilho
Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI.Engin Dikici John L. Ryu Mutlu Demirer Matthew T. Bigelow Richard D. White Wayne Slone Barbaros Selnur Erdal Luciano M. Prevedello
GP-CNN-DTEL: Global-Part CNN Model With Data-Transformed Ensemble Learning for Skin Lesion Classification.Peng Tang Qiaokang Liang Xintong Yan Shao Xiang Dan Zhang
Differential Diagnosis of Atypical Hepatocellular Carcinoma in Contrast-Enhanced Ultrasound Using Spatio-Temporal Diagnostic Semantics.Qinghua Huang Fengxin Pan Wei Li Feiniu Yuan Hangtong Hu Jinhua Huang Jie Yu Wei Wang
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection.Xiang Zhang Lina Yao Manqing Dong Zhe Liu Yu Zhang Yong Li
Epileptic Seizure Classification With Symmetric and Hybrid Bilinear Models.Tennison Liu Nhan Duy Truong Armin Nikpour Luping Zhou Omid Kavehei
A Residual Based Attention Model for EEG Based Sleep Staging.Wei Qu Zhiyong Wang Hong Hong Zheru Chi David Dagan Feng Ron Grunstein Christopher Gordon
An Automatic R and T Peak Detection Method Based on the Combination of Hierarchical Clustering and Discrete Wavelet Transform. QuPWM: Feature Extraction Method for Epileptic Spike Classification.Abderrazak Chahid Fahad Albalawi Turky Nayef Alotaiby Majed Hamad Al-Hameed Saleh A. Alshebeili Taous-Meriem Laleg-Kirati
Contrastive Cross-Site Learning With Redesigned Net for COVID-19 CT Classification. Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT.Liang Sun Zhanhao Mo Fuhua Yan Liming Xia Fei Shan Zhongxiang Ding Bin Song Wanchun Gao Wei Shao Feng Shi Huan Yuan Huiting Jiang Dijia Wu Ying Wei Yaozong Gao He Sui Daoqiang Zhang Dinggang Shen
Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank.Yuexiang Li Dong Wei Jiawei Chen Shilei Cao Hongyu Zhou Yanchun Zhu Jianrong Wu Lan Lan Wenbo Sun Tianyi Qian Kai Ma Haibo Xu Yefeng Zheng
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models.Joshua Bridge Yanda Meng Yitian Zhao Yong Du Mingfeng Zhao Renrong Sun Yalin Zheng
COVID-19 Optimizer Algorithm, Modeling and Controlling of Coronavirus Distribution Process.Eghbal Hosseini Kayhan Zrar Ghafoor Ali Safaa Sadiq Mohsen Guizani Ali Emrouznejad
$\alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States.Yanfang Ye Shifu Hou Yujie Fan Yiming Zhang Yiyue Qian Shiyu Sun Qian Peng Mingxuan Ju Wei Song Kenneth A. Loparo
A Network-Based Stochastic Epidemic Simulator: Controlling COVID-19 With Region-Specific Policies.Askat Kuzdeuov Daulet Baimukashev Aknur Karabay Bauyrzhan Ibragimov Almas Mirzakhmetov Mukhamet Nurpeiissov Michael Lewis Huseyin Atakan Varol
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach.Hamed Jelodar Yongli Wang Rita Orji Shucheng Huang
Editorial Special Issue on "AI-Driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic".Amir A. Amini Wei Chen Giancarlo Fortino Ye Li Yi Pan May Dongmei Wang
Volume 24, Number 9, September 2020
Marcelo Archanjo José Roseli de Deus Lopes
Erratum to "Non-Invasive Estimation of Hemoglobin Using a Multi-Model Stacking Regressor' to be Published in 'IEEE Journal of Biomedical and Health Informatics".Soumyadipta Acharya Dhivya Swaminathan Sreetama Das Krity Kansara Sushovan Chakraborty Dinesh Kumar R Tony Francis Kiran R. Aatre
Automated Verification of Care Pathways Using Constraint Programming.Renan Pereira de Figueiredo João Bosco Ferreira Filho Flávio R. C. Sousa Philip Weber Ian Litchfield
Natural Language Generation Model for Mammography Reports Simulation.Assaf Hoogi Arjun Mishra Francisco Gimenez Jeffrey Dong Daniel L. Rubin
Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.Degan Hao Lei Zhang Jules H. Sumkin Aly A. Mohamed Shandong Wu
Objective ADHD Diagnosis Using Convolutional Neural Networks Over Daily-Life Activity Records.Patricia Amado-Caballero Pablo Casaseca-de-la-Higuera Susana Alberola-Lopez Jesus Maria Andres-de-Llano Jose Antonio Lopez-Villalobos Jose Ramon-Garmendia Leiza Carlos Alberola-López
Control-Oriented Model With Intra-Patient Variations for an Artificial Pancreas.Marcela Moscoso-Vasquez Patricio Colmegna Nicolás Rosales Fabricio Garelli Ricardo S. Sánchez Peña
Construction of Empirical Care Pathways Process Models From Multiple Real-World Datasets.Juan González-García Carlos Tellería-Orriols Francisco Estupiñán-Romero Enrique Bernal-Delgado
Aceso: PICO-Guided Evidence Summarization on Medical Literature.Xiang Zhang Ping Geng Tengteng Zhang Qian Lu Peng Gao Jing Mei
Length-of-Stay Prediction for Pediatric Patients With Respiratory Diseases Using Decision Tree Methods.Fei Ma Limin Yu Lishan Ye David D. Yao Weifen Zhuang
Using Intelligent Personal Annotations to Improve Human Activity Recognition for Movements in Natural Environments.Ali Akbari Roger Solis Castilla Roozbeh Jafari Bobak J. Mortazavi
Real-Time Detection of Compensatory Patterns in Patients With Stroke to Reduce Compensation During Robotic Rehabilitation Therapy.Siqi Cai Guofeng Li Enze Su Xuyang Wei Shuangyuan Huang Ke Ma Haiqing Zheng Longhan Xie
Canonical Correlation Analysis of Imaging Genetics Data Based on Statistical Independence and Structural Sparsity.Yipu Zhang Peng Peng Yongfeng Ju Gang Li Vince D. Calhoun Yu-Ping Wang
Coherent Pattern in Multi-Layer Brain Networks: Application to Epilepsy Identification.Jiashuang Huang Qi Zhu Mingliang Wang Luping Zhou Zhiqiang Zhang Daoqiang Zhang
Coarse-to-Fine Adversarial Networks and Zone-Based Uncertainty Analysis for NK/T-Cell Lymphoma Segmentation in CT/PET Images.Xiaobin Hu Rui Guo Jieneng Chen Hongwei Li Diana Waldmannstetter Yu Zhao Biao Li Kuangyu Shi Bjoern H. Menze
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning.Tom Van Steenkiste Willemijn Groenendaal Pauline Dreesen Seulki Lee Susie Klerkx Ruben de Francisco Dirk Deschrijver Tom Dhaene
Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation.Xabier Jaureguibeitia Unai Irusta Elisabete Aramendi Pamela Owens Henry Wang Ahamed Idris
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals.Dalin Zhang Kaixuan Chen Debao Jian Lina Yao
Detecting Parkinsonian Tremor From IMU Data Collected in-the-Wild Using Deep Multiple-Instance Learning.Alexandros Papadopoulos Konstantinos Kyritsis Lisa Klingelhöfer Sevasti Bostantjopoulou Kallol Ray Chaudhuri Anastasios Delopoulos
Prediction of Reaction Time and Vigilance Variability From Spatio-Spectral Features of Resting-State EEG in a Long Sustained Attention Task.Mastaneh Torkamani-Azar Sumeyra Demir Kanik Serap Aydin Müjdat Çetin
Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies.Geng Yang Zhibo Pang M. Jamal Deen Mianxiong Dong Yuan-Ting Zhang Nigel H. Lovell Amir M. Rahmani
On Edge Computing for Remote Pathology Consultations and Computations.Alessio Sacco Flavio Esposito Guido Marchetto Grant Kolar Kate Schwetye
Medical Treatment Migration Prediction Based on GCN via Medical Insurance Data.Yongjian Ren Yuliang Shi Kun Zhang Zhiyong Chen Zhongmin Yan
Automatic Medical Code Assignment via Deep Learning Approach for Intelligent Healthcare.Fei Teng Zheng Ma Jie Chen Ming Xiao Lufei Huang
Secure Health Data Sharing for Medical Cyber-Physical Systems for the Healthcare 4.0.Han Qiu Meikang Qiu Meiqin Liu Gérard Memmi
A Method for Projections of the Emergency Department Behaviour by Non-Communicable Diseases From 2019 to 2039.Elham Shojaei Alvaro Wong Dolores Rexachs Francisco Epelde Emilio Luque
Multi-Task Joint Learning Model for Segmenting and Classifying Tongue Images Using a Deep Neural Network.Qiang Xu Yu Zeng Wenjun Tang Wei Peng Tingwei Xia Zongrun Li Fei Teng Weihong Li Jinhong Guo
CycleGAN With an Improved Loss Function for Cell Detection Using Partly Labeled Images.Jin He Cong Wang Dan Jiang Zhuo Li Yangyi Liu Tao Zhang
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection. Evaluation of Machine Learning Models for Classifying Upper Extremity Exercises Using Inertial Measurement Unit-Based Kinematic Data.Andrew Hua Pratik Chaudhari Nicole Johnson Joshua Quinton Bruce R. Schatz David Buchner Manuel E. Hernandez
Toward a Wearable System for Predicting Freezing of Gait in People Affected by Parkinson's Disease.Florenc Demrozi Ruggero Bacchin Stefano Tamburin Marco Cristani Graziano Pravadelli
Guest Editorial Enabling Technologies in Health Engineering and Informatics for the New Revolution of Healthcare 4.0.Geng Yang Zhibo Pang Amir M. Rahmani Mianxiong Dong Yuan-Ting Zhang M. Jamal Deen Nigel H. Lovell
Volume 24, Number 8, August 2020
Haswanth Vundavilli Aniruddha Datta Chao Sima Jainping Hua Rosana Lopes Michael L. Bittner
Predicting Human lncRNA-Disease Associations Based on Geometric Matrix Completion.Chengqian Lu Mengyun Yang Min Li Yaohang Li Fang-Xiang Wu Jianxin Wang
Bi-Frequency Symmetry Difference EIT - Feasibility and Limitations of Application to Stroke Diagnosis.Barry McDermott Martin O'Halloran James Avery Emily Porter
A Spectral Approach to Model-Based Noninvasive Intracranial Pressure Estimation.Rohan Jaishankar Andrea Fanelli Aristotelis Filippidis Thai Vu James Holsapple Thomas Heldt
IRIS: A Modular Platform for Continuous Monitoring and Caretaker Notification in the Intensive Care Unit.Steven Baldassano Shawniqua Williams Roberson Ramani Balu Brittany Scheid John M. Bernabei Jay Pathmanathan Brian Oommen Damien Leri Javier R. Echauz Michael Gelfand Paulomi Kadakia Bhalla Chloe E. Hill Amanda Christini Joost B. Wagenaar Brian Litt
Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN).Jinsung Yoon Lydia N. Drumright Mihaela van der Schaar
Highly Accurate Bathroom Activity Recognition Using Infrared Proximity Sensors.Kévin Chapron Patrick Lapointe Kévin Bouchard Sébastien Gaboury
Early and Late Fusion Machine Learning on Multi-Frequency Electrical Impedance Data to Improve Radiofrequency Ablation Monitoring.Emre Besler Yearnchee Curtis Wang Alan V. Sahakian
Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant.Faezeh Movahedi Robert L. Kormos Lisa C. Lohmueller Laura Seese Manreet K. Kanwar Srinivas Murali Yiye Zhang Rema Padman James F. Antaki
Long Short-Term Memory Recurrent Neural Networks for Multiple Diseases Risk Prediction by Leveraging Longitudinal Medical Records.Tingyan Wang Yuanxin Tian Robin G. Qiu
Semi-Supervised Learning for Semantic Segmentation of Emphysema With Partial Annotations.Liying Peng Lanfen Lin Hongjie Hu Yue Zhang Huali Li Yutaro Iwamoto Xian-Hua Han Yen-Wei Chen
Robust Fovea Localization Based on Symmetry Measure.Xiaoxin Guo Han Wang Xinfeng Lu Xiaoying Hu Songtian Che Yinan Lu
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection.Liyan Sun Jiexiang Wang Yue Huang Xinghao Ding Hayit Greenspan John W. Paisley
Label Co-Occurrence Learning With Graph Convolutional Networks for Multi-Label Chest X-Ray Image Classification.Bingzhi Chen Jinxing Li Guangming Lu Hongbing Yu David Zhang
An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images.Wanqi Yang Yinghuan Shi Sang Hyun Park Ming Yang Yang Gao Dinggang Shen
Multi-Level Multi-Modality Fusion Radiomics: Application to PET and CT Imaging for Prognostication of Head and Neck Cancer.Wenbing Lv Saeed Ashrafinia Jianhua Ma Lijun Lu Arman Rahmim
Facial Weakness Analysis and Quantification of Static Images.Yan Zhuang Mark M. McDonald Omar Uribe Xuwang Yin Dhyey Parikh Andrew Southerland Gustavo K. Rohde
Mitochondria Segmentation From EM Images via Hierarchical Structured Contextual Forest. Robust Interbeat Interval and Heart Rate Variability Estimation Method From Various Morphological Features Using Wearable Sensors.Ayca Aygun Hassan Ghasemzadeh Roozbeh Jafari
Ballistocardiography Can Estimate Beat-to-Beat Heart Rate Accurately at Night in Patients After Vascular Intervention.Christoph Hoog Antink Yen Mai Roosa Aalto Christoph Brüser Steffen Leonhardt Niku Oksala Antti Vehkaoja
Delineation of Electrocardiograms Using Multiscale Parameter Estimation. Towards Wearable and Flexible Sensors and Circuits Integration for Stress Monitoring.Ching-Mei Chen Salzitsa Anastasova Kai Zhang Bruno Gil Rosa Benny P. L. Lo Hazel Assender Guang-Zhong Yang
A Multimodal Wearable System for Continuous and Real-Time Breathing Pattern Monitoring During Daily Activity. Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks.Ahmed Imtiaz Humayun Shabnam Ghaffarzadegan Md. Istiaq Ansari Zhe Feng Taufiq Hasan
Blockchain-Enabled Contextual Online Learning Under Local Differential Privacy for Coronary Heart Disease Diagnosis in Mobile Edge Computing.Xin Liu Pan Zhou Tie Qiu Dapeng Oliver Wu
A Patient-Centric Health Information Exchange Framework Using Blockchain Technology.Yan Zhuang Lincoln R. Sheets Yin-Wu Chen Zonyin Shae Jeffrey J. P. Tsai Chi-Ren Shyu
Dynamic Autonomous Cross Consortium Chain Mechanism in e-Healthcare.Rui Qiao Yang-Xia Luo Si-Feng Zhu Aodi Liu Xin-Qing Yan Qingxian Wang
Decentralized Authentication of Distributed Patients in Hospital Networks Using Blockchain.Abbas Yazdinejad Gautam Srivastava Reza M. Parizi Ali Dehghantanha Kim-Kwang Raymond Choo Mohammed Aledhari
Guest Editorial: Blockchain and Healthcare Computing.Yulei Wu Zheng Yan F. Richard Yu Robert H. Deng Vijay Varadharajan Wei Chen
Volume 24, Number 7, July 2020
Girmaw Abebe Tadesse Hamza A. Javed Nhan Le Nguyen Thanh Ha Thi Hai Duong Le Van Tan Louise Thwaites David A. Clifton Tingting Zhu
Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets.Juan Manuel Galvez Daniel Castillo-Secilla Luis Javier Herrera Olga Valenzuela Octavio Caba José C. Prados Francisco M. Ortuño Guzman Ignacio Rojas
Automated Surgical Term Clustering: A Text Mining Approach for Unstructured Textual Surgery Descriptions.Tannaz Khaleghi Alper Ekrem Murat Suzan Arslanturk Eric Davies
Contribution of Augmented Reality to Minimally Invasive Computer-Assisted Cranial Base Surgery.Raabid Hussain Alain Lalande Caroline Guigou Alexis Bozorg Grayeli
Machine Listening for Heart Status Monitoring: Introducing and Benchmarking HSS - The Heart Sounds Shenzhen Corpus.Fengquan Dong Kun Qian Zhao Ren Alice Baird Xinjian Li Zhenyu Dai Bo Dong Florian Metze Yoshiharu Yamamoto Björn W. Schuller
Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea.Henri Korkalainen Juhani Aakko Sami Nikkonen Samu Kainulainen Akseli Leino Brett Duce Isaac O. Afara Sami Myllymaa Juha Töyräs Timo Leppänen
Seasonal Local Models for Glucose Prediction in Type 1 Diabetes.Eslam Montaser José-Luis Díez Paolo Rossetti Mudassir M. Rashid Ali Cinar Jorge Bondia
On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records.Huilong Duan Zhoujian Sun Wei Dong Kunlun He Zhengxing Huang
Pulmonary Textures Classification via a Multi-Scale Attention Network.Rui Xu Zhen Cong Xinchen Ye Yasushi Hirano Shoji Kido Tomoko Gyobu Yutaka Kawata Osamu Honda Noriyuki Tomiyama
Learning Brain Effective Connectivity Network Structure Using Ant Colony Optimization Combining With Voxel Activation Information.Jinduo Liu Junzhong Ji Xiuqin Jia Aidong Zhang
Lesion Location Attention Guided Network for Multi-Label Thoracic Disease Classification in Chest X-Rays.Bingzhi Chen Jinxing Li Guangming Lu David Zhang
A Two-Stage Convolutional Neural Networks for Lung Nodule Detection.Haichao Cao Hong Liu Enmin Song Guangzhi Ma Xiangyang Xu Renchao Jin Tengying Liu Chih-Cheng Hung
Deep Learning for Fall Risk Assessment With Inertial Sensors: Utilizing Domain Knowledge in Spatio-Temporal Gait Parameters.Can Tunca Gülüstü Salur Cem Ersoy
Alzheimer's Disease Diagnosis and Severity Level Detection Based on Electroencephalography Modulation Spectral "Patch" Features.Raymundo Cassani Tiago H. Falk
Noninvasive Cardiac Output and Central Systolic Pressure From Cuff-Pressure and Pulse Wave Velocity.Vasiliki Bikia Stamatia Pagoulatou Bram Trachet Dimitrios Soulis Athanase D. Protogerou Theodore G. Papaioannou Nikolaos Stergiopulos
Knowledge Graph-Enabled Cancer Data Analytics.S. M. Shamimul Hasan Donna R. Rivera Xiao-Cheng Wu Eric B. Durbin James Blair Christian Georgia D. Tourassi
Multiple Vowels Repair Based on Pitch Extraction and Line Spectrum Pair Feature for Voice Disorder.Tao Zhang Yangyang Shao Yaqin Wu Zhibo Pang Ganjun Liu
Image-Based Food Classification and Volume Estimation for Dietary Assessment: A Review.Frank Po Wen Lo Yingnan Sun Jianing Qiu Benny Lo
Automatic Detection of Target Engagement in Transcutaneous Cervical Vagal Nerve Stimulation for Traumatic Stress Triggers.Nil Z. Gurel Matthew T. Wittbrodt Hewon Jung Stacy L. Ladd Amit J. Shah Viola Vaccarino J. Douglas Bremner Omer T. Inan
Machine Learning Based Suicide Ideation Prediction for Military Personnel.Gen-Min Lin Masanori Nagamine Szu-Nian Yang Yueh-Ming Tai Chin Lin Hiroshi Sato
Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis.Beren Semiz Sinan Hersek Maziyar Baran Pouyan Cynthia Partida Leticia Blazquez-Arroyo Van Selby Georg Wieselthaler James M. Rehg Liviu Klein Omer T. Inan
Modeling Consistent Dynamics of Cardiogenic Vibrations in Low-Dimensional Subspace.Jonathan Zia Jacob Kimball Sinan Hersek Omer T. Inan
Estimation of Stride Time Variability in Unobtrusive Long-Term Monitoring Using Inertial Measurement Sensors.Markus J. Lüken Warner ten Kate Giulio Valenti João P. Batista Leo Cornelius Bollheimer Steffen Leonhardt Chuong Ngo
Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies.Martin Ullrich Arne Küderle Julius Hannink Silvia Del Din Heiko Gaßner Franz Marxreiter Jochen Klucken Björn M. Eskofier Felix Kluge
Short Keynote Paper: Single Molecule Detection of Protein Biomarkers to Define the Continuum From Health to Disease. Short Keynote Paper: Mainstreaming Personalized Healthcare-Transforming Healthcare Through New Era of Artificial Intelligence.Ketan Paranjape Michiel Schinkel Prabath W. B. Nanayakkara
Guest Editorial: Integrative Sensor Networks, Informatics, and Modeling for Precision and Preventative Medicine.Wei Chen David A. Clifton Brian A. Telfer
AI in Medical Imaging Informatics: Current Challenges and Future Directions.Andreas S. Panayides Amir A. Amini Nenad D. Filipovic Ashish Sharma Sotirios A. Tsaftaris Alistair A. Young David J. Foran Nhan Do Spyretta Golemati Tahsin M. Kurç Kun Huang Konstantina S. Nikita Ben P. Veasey Michalis E. Zervakis Joel H. Saltz Constantinos S. Pattichis
Volume 24, Number 6, June 2020
Ming-Juan Wu Ying-Lian Gao Jin-Xing Liu Chun-Hou Zheng Juan Wang
Pathway-Based Single-Cell RNA-Seq Classification, Clustering, and Construction of Gene-Gene Interactions Networks Using Random Forests.Hailun Wang Pak Sham Tiejun Tong Herbert Pang
Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks.Jun Ying Joyita Dutta Ning Guo Chenhui Hu Dan Zhou Arkadiusz Sitek Quanzheng Li
Blind Equalization of Lung Crackle Sounds to Compensate Chest Attenuation.Carlos G. Speranza Daniel Ferreira da Ponte Carlos Aurélio Faria da Rocha Raimes Moraes
Noise Reduction Technique for Single-Color Video Plethysmography Using Singular Spectrum Analysis.Norihiro Sugita Metin Akay Yasemin M. Akay Makoto Yoshizawa
A Resampling Based Grid Search Method to Improve Reliability and Robustness of Mixture-Item Response Theory Models of Multimorbid High-Risk Patients.Adam J. Batten Joshua Thorpe Rebecca I. Piegari Ann-Marie Rosland
Learning Hemodynamic Effect of Transcranial Infrared Laser Stimulation Using Longitudinal Data Analysis.Qian Wu Xinlong Wang Hanli Liu Li Zeng
MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction.Tao He Jixiang Guo Nan Chen Xiuyuan Xu Zihuai Wang Kaiyu Fu Lunxu Liu Zhang Yi
Integrated Security, Safety, and Privacy Risk Assessment Framework for Medical Devices.Tahreem Yaqoob Haider Abbas Narmeen Shafqat
Personalization in Real-Time Physical Activity Coaching Using Mobile Applications: A Scoping Review.Francisco Monteiro-Guerra Octavio Rivera Romero Luis Fernández-Luque Brian Caulfield
Learning Deep Representations for Video-Based Intake Gesture Detection.Philipp V. Rouast Marc T. P. Adam
Non-Invasive Estimation of Hemoglobin Using a Multi-Model Stacking Regressor.Soumyadipta Acharya Dhivya Swaminathan Sreetama Das Krity Kansara Sushovan Chakraborty Dinesh Kumar R Tony Francis Kiran R. Aatre
An Ant Colony Inspired Multi-Bernoulli Filter for Cell Tracking in Time-Lapse Microscopy Sequences.Benlian Xu Mingli Lu Jinliang Cong Brett D. Nener
Deep Learning Classification of Neuro-Emotional Phase Domain Complexity Levels Induced by Affective Video Film Clips. GoogLeNet-Based Ensemble FCNet Classifier for Focal Liver Lesion Diagnosis.Lakshmipriya Balagourouchetty Jayanthi K. Pragatheeswaran Biju Pottakkat Ramkumar Govindarajalou
Decoding Brain States From fMRI Signals by Using Unsupervised Domain Adaptation.Yufei Gao Yameng Zhang Zhiyuan Cao Xiaojuan Guo Jiacai Zhang
Computer-Aided Diagnosis in Histopathological Images of the Endometrium Using a Convolutional Neural Network and Attention Mechanisms.Hao Sun Xianxu Zeng Tao Xu Gang Peng Yutao Ma
MR-Forest: A Deep Decision Framework for False Positive Reduction in Pulmonary Nodule Detection.Hongbo Zhu Hai Zhao Chunhe Song Zijian Bian Yuanguo Bi Tong Liu Xuan He Dongxiang Yang Wei Cai
Deep Learning-Based Classification of Liver Cancer Histopathology Images Using Only Global Labels.Chunli Sun Ao Xu Dong Liu Zhiwei Xiong Feng Zhao Weiping Ding
Joint Prediction of Breast Cancer Histological Grade and Ki-67 Expression Level Based on DCE-MRI and DWI Radiomics.Ming Fan Wei Yuan Wenrui Zhao Maosheng Xu Shiwei Wang Xin Gao Lihua Li
Heterogeneous Recurrence Analysis of Disease-Altered Spatiotemporal Patterns in Multi-Channel Cardiac Signals.Ruimin Chen Farhad Imani Hui Yang
Detecting Atrial Fibrillation and Atrial Flutter in Daily Life Using Photoplethysmography Data.Linda M. Eerikäinen Alberto G. Bonomi Fons Schipper Lukas R. C. Dekker Helma M. de Morree Rik Vullings Ronald M. Aarts
Heart Sound Segmentation Using Bidirectional LSTMs With Attention.Tharindu Fernando Houman Ghaemmaghami Simon Denman Sridha Sridharan Nayyar Hussain Clinton Fookes
BIA: Behavior Identification Algorithm Using Unsupervised Learning Based on Sensor Data for Home Elderly.Cuijuan Shang Chih-Yung Chang Guilin Chen Shenghui Zhao Haibao Chen
Closing the Loop: Validation of Implantable Cardiac Devices With Computational Heart Models.Weiwei Ai Nitish D. Patel Partha S. Roop Avinash Malik Mark L. Trew
Non-Standardized Patch-Based ECG Lead Together With Deep Learning Based Algorithm for Automatic Screening of Atrial Fibrillation.Dakun Lai Yuxiang Bu Ye Su Xinshu Zhang Chang-Sheng Ma
FrailSafe: An ICT Platform for Unobtrusive Sensing of Multi-Domain Frailty for Personalized Interventions.Evangelia I. Zacharaki Konstantinos Deltouzos Spyridon Kalogiannis Ilias Kalamaras Luca Bianconi Cristiana Degano Roberto Orselli Javier Montesa Konstantinos Moustakas Konstantinos Votis Dimitrios Tzovaras Vasileios Megalooikonomou
Development of a Wearable Electrical Impedance Tomographic Sensor for Gesture Recognition With Machine Learning.Jiafeng Yao Huaijin Chen Zifei Xu Jingshi Huang Jianping Li Jiabin Jia Hongtao Wu
IoT-Enabled Dual-Arm Motion Capture and Mapping for Telerobotics in Home Care.Huiying Zhou Geng Yang Honghao Lv Xiaoyan Huang Huayong Yang Zhibo Pang
Guest Editorial: Internet of Medical Things for Health Engineering.Volume 24, Number 5, May 2020
Yi Zhang Xiaofei Zhang Andrew N. Lane Teresa W.-M. Fan Jinze Liu
LncRNA-Disease Associations Prediction Using Bipartite Local Model With Nearest Profile-Based Association Inferring.Zhen Cui Jin-Xing Liu Ying-Lian Gao Rong Zhu Shasha Yuan
Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population.Gert Mertes Li Ding Wei Chen Hans Hallez Jie Jia Bart Vanrumste
Multi-Objective Optimization for Personalized Prediction of Venous Thromboembolism in Ovarian Cancer Patients.María Emilia Frésard Rafaela Erices María Loreto Bravo Mauricio Cuello Gareth I. Owen Carolina Ibáñez Maria Rodriguez-Fernandez
Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients.Christine F. Martindale Nils Roth Heiko Gaßner Julia List Martin Regensburger Björn M. Eskofier Zacharias Kohl
Joint Audio-Ultrasound Food Recognition for Noisy Environments. Leveraging Semantics in WordNet to Facilitate the Computer-Assisted Coding of ICD-11.Donghua Chen Runtong Zhang Robin G. Qiu
Exploratory Data Mining for Subgroup Cohort Discoveries and Prioritization.Danlu Liu William Baskett David Q. Beversdorf Chi-Ren Shyu
Network Analysis and Visualisation of Opioid Prescribing Data.Xuelei Hu Marcus Gallagher William Loveday Abhilash Dev Jason P. Connor
Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers.Amparo Güemes Giacomo Cappon Bernard Hernandez Monika Reddy Nick Oliver Pantelis Georgiou Pau Herrero
Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears.Feng Yang Mahdieh Poostchi Hang Yu Zhou Zhou Kamolrat Silamut Jian Yu Richard James Maude Stefan Jäger Sameer K. Antani
Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images - Role of Multiscale Decision Aggregation and Data Augmentation.Davood Karimi Guy Nir Ladan Fazli Peter C. Black Larry Goldenberg Septimiu E. Salcudean
Clinical Interpretable Deep Learning Model for Glaucoma Diagnosis.Wangmin Liao Beiji Zou Rongchang Zhao YuanQiong Chen ZhiYou He Mengjie Zhou
Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network.Shengyu Zhao Ting Fung Lau Ji Luo Eric I-Chao Chang Yan Xu
Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification.Yanyang Gu Zongyuan Ge C. Paul Bonnington Jun Zhou
Sequential Saliency Guided Deep Neural Network for Joint Mitosis Identification and Localization in Time-Lapse Phase Contrast Microscopy Images.Yao Lu An-An Liu Mei Chen Weizhi Nie Yu-Ting Su
A Hierarchical Neural Network for Sleep Stage Classification Based on Comprehensive Feature Learning and Multi-Flow Sequence Learning.Chenglu Sun Chen Chen Wei Li Jiahao Fan Wei Chen
Deep Learning on Computerized Analysis of Chronic Obstructive Pulmonary Disease.Gokhan Altan Yakup Kutlu Novruz Allahverdi
A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns.Chun-Ren Phang Fuad Noman Hadri Hussain Chee-Ming Ting Hernando Ombao
Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective Convolutional Neural Networks.Jinghao Niu Yongqiang Tang Zhengya Sun Wensheng Zhang
Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net.Yi Yu Xiang Chen Shuai Cao Xu Zhang Xun Chen
A Globalized Model for Mapping Wearable Seismocardiogram Signals to Whole-Body Ballistocardiogram Signals Based on Deep Learning.Sinan Hersek Beren Semiz Md. Mobashir Hasan Shandhi Lara Orlandic Omer T. Inan
Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects.Behnaz Ghoraani Murtadha D. Hssayeni Michelle M. Bruack Joohi Jimenez-Shahed
Estimation of Vertical Ground Reaction Force Using Low-Cost Insole With Force Plate-Free Learning From Single Leg Stance and Walking.Ryo Eguchi Ayanori Yorozu Takahiko Fukumoto Masaki Takahashi
Synthesis of Electrocardiogram V-Lead Signals From Limb-Lead Measurement Using R-Peak Aligned Generative Adversarial Network.Jee-eun Lee KyeongTaek Oh Byeongnam Kim Sun K. Yoo
Constructing a Personalized Cross-Day EEG-Based Emotion-Classification Model Using Transfer Learning. Dynamic Off-Body Rician Channel Modeling for Indoor Wireless Body Area Networks. Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia.Cuong Q. Ngo Rifai Chai Tuan V. Nguyen Timothy W. Jones Hung T. Nguyen
Volume 24, Number 4, April 2020
Syed Ashiqur Rahman Donald A. Adjeroh
Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation.Kun Hu Zhiyong Wang Shaohui Mei Kaylena A. Ehgoetz Martens Tingting Yao Simon J. G. Lewis David Dagan Feng
Context-Aware Delivery of Ecological Momentary Assessment.Samaneh Aminikhanghahi Maureen Schmitter-Edgecombe Diane J. Cook
Automation of the Timed-Up-and-Go Test Using a Conventional Video Camera.Patrick Savoie James A. D. Cameron Mary E. Kaye Erik J. Scheme
Smartphone-Based Assessment of Gait During Straight Walking, Turning, and Walking Speed Modulation in Laboratory and Free-Living Environments.Patima Silsupadol Paphawee Prupetkaew Teerawat Kamnardsiri Vipul Lugade
Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.Jie Yang Xinyang Feng Andrew F. Laine Elsa D. Angelini
Three-Layer Image Representation by an Enhanced Illumination-Based Image Fusion Method.Jiao Du Weisheng Li Hengliang Tan
Toward a Better Estimation of Functional Brain Network for Mild Cognitive Impairment Identification: A Transfer Learning View.Weikai Li Limei Zhang Lishan Qiao Dinggang Shen
Learning to Quantify Emphysema Extent: What Labels Do We Need?Silas Nyboe Ørting Jens Petersen Laura H. Thomsen Mathilde M. W. Wille Marleen de Bruijne
Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data.Claudio Stamile François Cotton Dominique Sappey-Marinier Sabine Van Huffel
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy.Idowu Paul Okuwobi Zexuan Ji Wen Fan Songtao Yuan Loza Bekalo Qiang Chen
Flexible Prediction of CT Images From MRI Data Through Improved Neighborhood Anchored Regression for PET Attenuation Correction.Liming Zhong Yanlin Chen Xiao Zhang Shupeng Liu Yuankui Wu Yunbi Liu Liyan Lin Qianjin Feng Wufan Chen Wei Yang
Direct Cup-to-Disc Ratio Estimation for Glaucoma Screening via Semi-Supervised Learning.Rongchang Zhao Xuanlin Chen Xiyao Liu Zailiang Chen Fan Guo Shuo Li
A Feasible Feature Extraction Method for Atrial Fibrillation Detection From BCG.Xin Wen Yanqi Huang Xiaomei Wu Biyong Zhang
A Unified Framework for Quality Indexing and Classification of Seismocardiogram Signals.Jonathan Zia Jacob Kimball Sinan Hersek Md. Mobashir Hasan Shandhi Beren Semiz Omer T. Inan
Inference on Long-Range Temporal Correlations in Human EEG Data.Rachel J. Smith Hernando Ombao Daniel W. Shrey Beth A. Lopour
Low-Memory CNNs Enabling Real-Time Ultrasound Segmentation Towards Mobile Deployment.Sagar Vaze Weidi Xie Ana I. L. Namburete
Hierarchical Class Incremental Learning of Anatomical Structures in Fetal Echocardiography Videos.Arijit Patra Julia Alison Noble
Using Deep Learning in Ultrasound Imaging of Bicipital Peritendinous Effusion to Grade Inflammation Severity.Bor-Shing Lin Jean-Lon Chen Yi-Hsuan Tu Ya-Xing Shih Yu-Ching Lin Wen-Ling Chi Yi-Cheng Wu
Diagnosis of Benign and Malignant Thyroid Nodules Using Combined Conventional Ultrasound and Ultrasound Elasticity Imaging.Pinle Qin Kuan Wu Yishan Hu Jianchao Zeng Xiangfei Chai
Objective Analysis of Neck Muscle Boundaries for Cervical Dystonia Using Ultrasound Imaging and Deep Learning.Ian Loram Abdul Siddique María B. Sánchez Peter J. Harding Monty Silverdale Christopher Kobylecki Ryan Cunningham
Bimodal Automated Carotid Ultrasound Segmentation Using Geometrically Constrained Deep Neural Networks.Carl Azzopardi Kenneth P. Camilleri Yulia A. Hicks
Mitral Annulus Segmentation Using Deep Learning in 3-D Transesophageal Echocardiography.Børge Solli Andreassen Federico Veronesi Olivier Gérard Anne H. Schistad Solberg Eigil Samset
Automatic Identification of Breast Ultrasound Image Based on Supervised Block-Based Region Segmentation Algorithm and Features Combination Migration Deep Learning Model.Wen-Xuan Liao Ping He Jin Hao Xuan-Yu Wang Ruo-Lin Yang Dong An Li-Gang Cui
CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images.Haoming Li Jinghui Fang Shengfeng Liu Xiaowen Liang Xin Yang Zixin Mai Manh The Van Tianfu Wang Zhiyi Chen Dong Ni
Detection and Monitoring of Thermal Lesions Induced by Microwave Ablation Using Ultrasound Imaging and Convolutional Neural Networks.Siyuan Zhang Shan Wu Shaoqiang Shang Xuewei Qin Xin Jia Dapeng Li Zhiwei Cui Tianqi Xu Gang Niu Ayache Bouakaz Mingxi Wan
Localizing B-Lines in Lung Ultrasonography by Weakly Supervised Deep Learning, In-Vivo Results.Ruud J. G. van Sloun Libertario Demi
Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network.Zixia Zhou Yuanyuan Wang Yi Guo Xinming Jiang Yanxing Qi
A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-Chamber Planes.Jinbao Dong Shengfeng Liu Yimei Liao Huaxuan Wen Baiying Lei Shengli Li Tianfu Wang
Guest Editorial: Deep Learning in Ultrasound Imaging.Volume 24, Number 3, March 2020
Alexander New Kristin P. Bennett
DNA-SeAl: Sensitivity Levels to Optimize the Performance of Privacy-Preserving DNA Alignment.Maria Fernandes Jérémie Decouchant Marcus Völp Francisco M. Couto Paulo Jorge Esteves Veríssimo
A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning, and Mobile Terminal.Lizheng Liu Jiawei Xu Yuxiang Huan Zhuo Zou Shih-Ching Yeh Lirong Zheng
Measuring Saccade Latency Using Smartphone Cameras.Hsin-Yu Lai Gladynel Saavedra-Peña Charles G. Sodini Vivienne Sze Thomas Heldt
A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data.Yiwen Meng William Speier Chrisandra Shufelt Sandy Joung Jennifer E. Van Eyk C. Noel Bairey Merz Mayra Lopez Brennan Spiegel Corey W. Arnold
Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams.Estefanía Talavera Maria Leyva-Vallina Md. Mostafa Kamal Sarker Domenec Puig Nicolai Petkov Petia Radeva
Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks.Xin Yang Yi Lin Zhiwei Wang Xin Li Kwang-Ting Cheng
Automatic CIN Grades Prediction of Sequential Cervigram Image Using LSTM With Multistate CNN Features.Zijie Yue Shuai Ding Weidong Zhao Hao Wang Jie Ma Youtao Zhang Yanchun Zhang
Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images.Arso M. Vukicevic Nenad Filipovic Vera Milic Alen Zabotti Alojzija Hocevar Orazio De Lucia Georgios Filippou Alejandro F. Frangi Athanasios G. Tzioufas Salvatore de Vita
Spatially Regularized Shape Analysis of the Hippocampus Using P-Spline Based Shape Regression.Hakim C. Achterberg Johan J. de Rooi Meike W. Vernooij Mohammad Arfan Ikram Wiro J. Niessen Paul H. C. Eilers Marleen de Bruijne
Classifying Depression Severity in Recovery From Major Depressive Disorder via Dynamic Facial Features.Sahar Harati Andrea Crowell Yijian Huang Helen S. Mayberg Shamim Nemati
State Estimation of Hemodynamic Model for fMRI Under Confounds: SSM Method. Object Detection During Newborn Resuscitation Activities.Øyvind Meinich-Bache Kjersti Engan Ivar Austvoll Trygve Eftestøl Helge Myklebust Ladislaus Blacy Yarrot Hussein Kidanto Hege Ersdal
Relative Afferent Pupillary Defect Screening Through Transfer Learning.Dogancan Temel Melvin J. Mathew Ghassan AlRegib Yousuf M. Khalifa
To Explore the Potentials of Independent Component Analysis in Brain-Computer Interface of Motor Imagery.Xiaopei Wu Bangyan Zhou Zhao Lv Chao Zhang
A Method to Detect Presence of Chest Compressions During Resuscitation Using Transthoracic Impedance.Jason Coult Jennifer Blackwood Thomas D. Rea Peter J. Kudenchuk Heemun Kwok
Finger Joint Angle Estimation Based on Motoneuron Discharge Activities. Inferring Micro-Activities Using Wearable Sensing for ADL Recognition of Home-Care Patients.Mathangi Sridharan John Bigham Paul Michael Campbell Chris I. Phillips Eliane L. Bodanese
Comparison of a Pragmatic and Regression Approach for Wearable EEG Signal Quality Assessment.Jolanda Witteveen Paruthi Pradhapan Vojkan Mihajlovic
CRSIDLab: A Toolbox for Multivariate Autonomic Nervous System Analysis Using Cardiorespiratory Identification.Luisa Santiago C. B. da Silva Flavia Maria G. S. Oliveira
I-Vector-Based Patient Adaptation of Deep Neural Networks for Automatic Heartbeat Classification.Sean Shensheng Xu Man-Wai Mak Chi-Chung Cheung
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification.Fuad Noman Sh-Hussain Salleh Chee-Ming Ting S. Balqis Samdin Hernando Ombao Hadri Hussain
Data-Driven Identification of Stochastic Model Parameters and State Variables: Application to the Study of Cardiac Beat-to-Beat Variability.David Adolfo Sampedro-Puente Jesus Fernandez-Bes László Virág András Varró Esther Pueyo
Predicting Neonatal Sepsis Using Features of Heart Rate Variability, Respiratory Characteristics, and ECG-Derived Estimates of Infant Motion.Rohan Joshi Deedee Kommers Laurien Oosterwijk Loe M. G. Feijs Carola van Pul Peter Andriessen
Separation of Fetal-ECG From Single-Channel Abdominal ECG Using Activation Scaled Non-Negative Matrix Factorization.Dharmendra Gurve Sridhar Krishnan
Real-World Gait Speed Estimation Using Wrist Sensor: A Personalized Approach.Abolfazl Soltani Hooman Dejnabadi Martin Savary Kamiar Aminian
A Supervised Approach to Robust Photoplethysmography Quality Assessment.Tânia Pereira Kais Gadhoumi Mitchell Ma Xiuyun Liu Ran Xiao Rene Colorado Kevin J. Keenan Karl Meisel Xiao Hu
Robust Heart Rate Monitoring for Quasi-Periodic Motions by Wrist-Type PPG Signals.Wenwen He Yalan Ye Li Lu Yunfei Cheng Yunxia Li Zhengning Wang
Volume 24, Number 2, February 2020
Biao Xue Boya Deng Hong Hong Zhiyong Wang Xiaohua Zhu David Dagan Feng
Convolutional Recurrent Neural Networks for Glucose Prediction.Kezhi Li John Daniels Chengyuan Liu Pau Herrero Pantelis Georgiou
Pattern Recognition Reveals Characteristic Postprandial Glucose Changes: Non-Individualized Meal Detection in Diabetes Mellitus Type 1.Konstanze Kölle Torben Biester Sverre Christiansen Anders Lyngvi Fougner Øyvind Stavdahl
Motion During Acquisition is Associated With fMRI Brain Entropy.Clarisse F. de Vries Roger T. Staff Gordon D. Waiter Moses O. Sokunbi Anca-Larisa Sandu Alison D. Murray
Automatic Scale Severity Assessment Method in Psoriasis Skin Images Using Local Descriptors.Yasmeen M. George Mohammad Aldeen Rahil Garnavi
Fully Dense UNet for 2-D Sparse Photoacoustic Tomography Artifact Removal.Steven Guan Amir A. Khan Siddhartha Sikdar Parag V. Chitnis
A Hybrid Global-Local Representation CNN Model for Automatic Cataract Grading.Xi Xu Linglin Zhang Jianqiang Li Yu Guan Li Zhang
Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines.Morteza Zabihi Serkan Kiranyaz Ville Jäntti Tarmo Lipping Moncef Gabbouj
Feasibility of Fingertip Oscillometric Blood Pressure Measurement: Model-Based Analysis and Experimental Validation.Jing Liu Charles G. Sodini Yanghui Ou Bryan P. Yan Yuan-Ting Zhang Ni Zhao
Smart Seismic Sensing for Indoor Fall Detection, Location, and Notification.José Clemente Fangyu Li Maria Valero WenZhan Song
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices.Saeed Saadatnejad Mohammadhosein Oveisi Matin Hashemi
MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs.Wenhan Liu Fei Wang Qijun Huang Sheng Chang Hao Wang Jin He
Segmenting Diabetic Retinopathy Lesions in Multispectral Images Using Low-Dimensional Spatial-Spectral Matrix Representation.Yunlong He Wanzhen Jiao Yunfeng Shi Jian Lian Bojun Zhao Wei Zou Yuemin Zhu Yuanjie Zheng
Using a Multi-Task Recurrent Neural Network With Attention Mechanisms to Predict Hospital Mortality of Patients.Ruoxi Yu Yali Zheng Ruikai Zhang Yuqi Jiang Carmen C. Y. Poon
Thorax-Net: An Attention Regularized Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography.Hongyu Wang Haozhe Jia Le Lu Yong Xia
Epilepsy Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network.Yuan Zhang Yao Guo Po Yang Wei Chen Benny Lo
Knowledge-Based Analysis for Mortality Prediction From CT Images.Hengtao Guo Uwe Kruger Ge Wang Mannudeep K. Kalra Pingkun Yan
Predicting Hospital Readmission: A Joint Ensemble-Learning Model. Deep Interpretable Early Warning System for the Detection of Clinical Deterioration.Farah E. Shamout Tingting Zhu Pulkit Sharma Peter J. Watkinson David A. Clifton
Dynamic Prediction in Clinical Survival Analysis Using Temporal Convolutional Networks.Daniel Jarrett Jinsung Yoon Mihaela van der Schaar
GluNet: A Deep Learning Framework for Accurate Glucose Forecasting.Kezhi Li Chengyuan Liu Taiyu Zhu Pau Herrero Pantelis Georgiou
Atrial Fibrillation Prediction With Residual Network Using Sensitivity and Orthogonality Constraints. Practical Priors for Bayesian Inference of Latent Biomarkers.Hennadii Madan Rok Berlot Nicola J. Ray Franjo Pernus Ziga Spiclin
Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors.Rebeen Ali Hamad Alberto Salguero Hidalgo Mohamed-Rafik Bouguelia Macarena Espinilla Estévez Javier Medina Quero
Progressive Sub-Band Residual-Learning Network for MR Image Super Resolution.Xuetong Xue Ying Wang Jie Li Zhicheng Jiao Ziqi Ren Xinbo Gao
Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease: A Predictive Study.Adrià Casamitjana Paula M. Petrone José Luis Molinuevo Juan Domingo Gispert Verónica Vilaplana
Bayesian Inference of Lymph Node Ratio Estimation and Survival Prognosis for Breast Cancer Patients.Jing Teng Assem Abdygametova Jing Du Bian Ma Rong Zhou Yu Shyr Fei Ye
The Use of Data Mining Methods for the Prediction of Dementia: Evidence From the English Longitudinal Study of Aging. Multimodal Sparse Classifier for Adolescent Brain Age Prediction.Peyman Hosseinzadeh Kassani Alexej Gossmann Yu-Ping Wang
Editorial: Predictive Intelligence in Biomedical and Health Informatics.Ehsan Adeli-Mosabbeb S. H. Rekik Sang Hyun Park Dinggang Shen
Volume 24, Number 1, January 2020
Cecilia Saint-Pierre Florencia Prieto Valeria Herskovic Marcos Sepúlveda
GESgnExt: Gene Expression Signature Extraction and Meta-Analysis on Gene Expression Omnibus. Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized Data.Zixing Zhang Jing Han Kun Qian Christoph Janott Yanan Guo Björn W. Schuller
TSE-CNN: A Two-Stage End-to-End CNN for Human Activity Recognition.Jiahui Huang Shuisheng Lin Ning Wang Guanghai Dai Yuxiang Xie Jun Zhou
Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance.Amr Elkholy Mohamed E. Hussein Walid Gomaa Dima Damen Emmanuel Saba
Design and Usability Assessment of a Multi-Device SOA-Based Telecare Framework for the Elderly.Silvia Macis Daniela Loi Andrea Ulgheri Danilo Pani Giuliana Solinas Serena La Manna Vincenzo Cestone Davide Guerri Luigi Raffo
Detection and Control of Unannounced Exercise in the Artificial Pancreas Without Additional Physiological Signals.Charrise Mary Ramkissoon Arthur Bertachi Aleix Beneyto Jorge Bondia Josep Vehí
Oblique Survival Trees in Discrete Event Time Analysis. Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine.Michele Bernardini Luca Romeo Paolo Misericordia Emanuele Frontoni
Pattern-Reversal Visual Evoked Potential on Smart Glasses.Rossana Terracciano Alessandro Sanginario Simona Barbero Davide Putignano Lorenzo Canavese Danilo Demarchi
Hierarchical Rough-to-Fine Model for Infant Age Prediction Based on Cortical Features.Dan Hu Zhengwang Wu Weili Lin Gang Li Dinggang Shen
3D Shape-Based Body Composition Inference Model Using a Bayesian Network.Yao Lu James K. Hahn Xiaoke Zhang
Multi-Objective-Based Radiomic Feature Selection for Lesion Malignancy Classification.Zhiguo Zhou Shulong Li Genggeng Qin Michael Folkert Steve B. Jiang Jing Wang
Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video.Hemin Ali Qadir Ilangko Balasingham Johannes Solhusvik Jacob Bergsland Lars Aabakken Younghak Shin
A Novel MKL Method for GBM Prognosis Prediction by Integrating Histopathological Image and Multi-Omics Data.Ya Zhang Ao Li Jie He Minghui Wang
Blood Cell Classification Based on Hyperspectral Imaging With Modulated Gabor and CNN.Qian Huang Wei Li Baochang Zhang Qingli Li Ran Tao Nigel H. Lovell
An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem.Tijana Sustersic Vesna Rankovic Miodrag Peulic Aleksandar Peulic
Falls Risk Classification of Older Adults Using Deep Neural Networks and Transfer Learning.Matthew Martinez Phillip L. De Leon
Implicit Irregularity Detection Using Unsupervised Learning on Daily Behaviors.Cuijuan Shang Chih-Yung Chang Guilin Chen Shenghui Zhao Jiazao Lin
Assessment of Motor Impairments in Early Untreated Parkinson's Disease Patients: The Wearable Electronics Impact.Mariachiara Ricci Giulia Di Lazzaro Antonio Pisani Nicola B. Mercuri Franco Giannini Giovanni Saggio
Motion Sensor-Based Assessment of Parkinson's Disease Motor Symptoms During Leg Agility Tests: Results From Levodopa Challenge.Somayeh Aghanavesi Filip Bergquist Dag Nyholm Marina Senek Mevludin Memedi
Artificial Neural Network for in-Bed Posture Classification Using Bed-Sheet Pressure Sensors.Georges Matar Jean-Marc Lina Georges Kaddoum
Electrodermal Activity Based Pre-surgery Stress Detection Using a Wrist Wearable.A. S. Anusha Sukumaran P. Sarveswaran V. Surees Kumar S. Shyam A Tony J. Akl Preejith Sreeletha Premkumar Mohanasankar Sivaprakasam
Multi-Sensor Fusion Approach for Cuff-Less Blood Pressure Measurement.Fen Miao Zeng-Ding Liu Jikui Liu Bo Wen Qingyun He Ye Li
Mitigation of Instrument-Dependent Variability in Ballistocardiogram Morphology: Case Study on Force Plate and Customized Weighing Scale.Yang Yao Zahra Ghasemi Md. Mobashir Hasan Shandhi Hazar Ashouri Lisheng Xu Ramakrishna Mukkamala Omer T. Inan Jin-Oh Hahn
Semi-Supervised Learning Algorithm for Identifying High-Priority Drug-Drug Interactions Through Adverse Event Reports.Ning Liu Cheng-Bang Chen Soundar R. T. Kumara
Fusion of Clinical, Self-Reported, and Multisensor Data for Predicting Falls.Joana Silva Inês Sousa Jaime S. Cardoso
Deep Residual Inception Encoder-Decoder Network for Medical Imaging Synthesis.Fei Gao Teresa Wu Xianghua Chu Hyunsoo Yoon Yanzhe Xu Bhavika Patel
Evaluating and Enhancing the Generalization Performance of Machine Learning Models for Physical Activity Intensity Prediction From Raw Acceleration Data.Vahid Farrahi Maisa Niemelä Petra Tjurin Maarit Kangas Raija Korpelainen Timo Jämsä
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders.Francisco Jesús Martínez-Murcia Andrés Ortiz Juan Manuel Górriz Javier Ramírez Diego Castillo-Barnes
Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data.Inês Domingues Henning Müller Andrés Ortiz Belur V. Dasarathy Pedro H. Abreu Vince D. Calhoun
Credibility of In Silico Trial Technologies - A Theoretical Framing.Marco Viceconti Miguel A. Juárez Cristina Curreli Marzio Pennisi Giulia Russo Francesco Pappalardo