TITB - volume 25 - 2021 论文列表 |
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Volume 25, Number 12, December 2021
Sergio Martínez-Agüero Antonio G. Marques Inmaculada Mora-Jiménez Joaquín Álvarez-Rodríguez Cristina Soguero-Ruíz
Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening From Chest X-Ray Images.
Pratik Bhowal Subhankar Sen Jin Hee Yoon Zong Woo Geem Ram Sarkar
A Vaccination Simulator for COVID-19: Effective and Sterilizing Immunization Cases.Aknur Karabay Askat Kuzdeuov Shyryn Ospanova Michael Lewis Huseyin Atakan Varol
Evaluating Technology-Mediated Collaborative Workflows for Telehealth.Christopher Bondy Linlin Chen Pamela Grover Vicki L. Hanson Rui Li Pengcheng Shi
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics.Marco Zanet Edoardo Maria Polo Marta Lenatti Toon van Waterschoot Maurizio Mongelli Riccardo Barbieri Alessia Paglialonga
Depression Analysis and Recognition Based on Functional Near-Infrared Spectroscopy.Rui Wang Yixue Hao Qiao Yu Min Chen Iztok Humar Giancarlo Fortino
User-Interactive Robot Skin With Large-Area Scalability for Safer and Natural Human-Robot Collaboration in Future Telehealthcare.Gbouna Vincent Zakka Gaoyang Pang Geng Yang Zeyang Hou Honghao Lv Zhangwei Yu Zhibo Pang
Multi-Class Skin Lesion Detection and Classification via Teledermatology.Muhammad Attique Khan Khan Muhammad Muhammad Sharif Tallha Akram Victor Hugo C. de Albuquerque
Neonatal Heart and Lung Sound Quality Assessment for Robust Heart and Breathing Rate Estimation for Telehealth Applications.Ethan Grooby Jinyuan He Julie Kiewsky Davood Fattahi Lindsay Zhou Arrabella King Ashwin Ramanathan Atul Malhotra Guy Albert Dumont Faezeh Marzbanrad
From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach.Nicole Dalia Cilia Tiziana D'Alessandro Claudio De Stefano Francesco Fontanella Mario Molinara
Guest Editorial Enabling Technologies for Next Generation Telehealthcare.Antonio Celesti Ivanoe De Falco Leandro Pecchia Giovanna Sannino
Volume 25, Number 11, November 2021
Yueyue Shen Youhua Zhang Wei Xue Zhenyu Yue
Toward a Remote Assessment of Walking Bout and Speed: Application in Patients With Multiple Sclerosis.Arash Atrsaei Farzin Dadashi Benoit Mariani Roman Gonzenbach Kamiar Aminian
Prediction of Sepsis Related Mortality: An Optimization Approach.Joseph Agor Ni Luh Putu S. P. Paramita Osman Y. Özaltin
Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model.Zhaohong Sun Zhoujian Sun Wei Dong Jinlong Shi Zhengxing Huang
Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans.Umaer Hanif Eileen B. Leary Logan D. Schneider Rasmus R. Paulsen Anne Marie Morse Adam Blackman Paula K. Schweitzer Clete Kushida Stanley Y. Liu Poul Jennum Helge B. D. Sørensen Emmanuel Mignot
Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet.Yatao Zhang Junyan Li Shoushui Wei Fengyu Zhou Dong Li
Interactive Effects of HRV and P-QRS-T on the Power Density Spectra of ECG Signals.Ting Xiang Nan Ji David A. Clifton Lei Lu Yuan-Ting Zhang
Exploiting Shared Knowledge From Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation.Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang
Self-Ensembling Co-Training Framework for Semi-Supervised COVID-19 CT Segmentation.Caizi Li Li Dong Qi Dou Fan Lin Kebao Zhang Zuxin Feng Weixin Si Xuesong Deng Zhe Deng Pheng-Ann Heng
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective.Jasjit S. Suri Sushant Agarwal Suneet Kr. Gupta Anudeep Puvvula Klaudija Viskovic Neha Suri Azra Alizad Ayman El-Baz Luca Saba Mostafa Fatemi D. Subbaram Naidu
COVID-19 Screening in Chest X-Ray Images Using Lung Region Priors.Jianpeng An Qing Cai Zhiyong Qu Zhongke Gao
Integrated Clinical and CT Based Artificial Intelligence Nomogram for Predicting Severity and Need for Ventilator Support in COVID-19 Patients: A Multi-Site Study.Amogh Hiremath Kaustav Bera Lei Yuan Pranjal Vaidya Mehdi Alilou Jennifer Furin Keith Armitage Robert Gilkeson Mengyao Ji Pingfu Fu Amit Gupta Cheng Lu Anant Madabhushi
A Computational Framework to Analyze the Associations Between Symptoms and Cancer Patient Attributes Post Chemotherapy Using EHR Data.Xiao Luo Priyanka Gandhi Susan Storey Zuoyi Zhang Zhi Han Kun Huang
Proximity of Cellular and Physiological Response Failures in Sepsis.Ali Jazayeri Muge Capan Julie S. Ivy Ryan Arnold Christopher C. Yang
Human Protein Complex-Based Drug Signatures for Personalized Cancer Medicine.Fei Wang Yulian Ding Xiujuan Lei Bo Liao Fang-Xiang Wu
Effective Clustering for Single Cell Sequencing Cancer Data.Simone Ciccolella Murray Patterson Paola Bonizzoni Gianluca Della Vedova
Guest Editorial Innovative Data Analysis Methods for Biomedicine.Volume 25, Number 10, October 2021
Sina Abdollahi Peng-Chan Lin Jung-Hsien Chiang
Prediction of Synthetic Lethal Interactions in Human Cancers Using Multi-View Graph Auto-Encoder.Zhifeng Hao Di Wu Yuan Fang Min Wu Ruichu Cai Xiaoli Li
Classifying the Risk of Cognitive Impairment Using Sequential Gait Characteristics and Long Short-Term Memory Networks.Dawoon Jung Jinwook Kim Miji Kim Chang Won Won Kyung-Ryoul Mun
MCDCD: Multi-Source Unsupervised Domain Adaptation for Abnormal Human Gait Detection.Yao Guo Xiao Gu Guang-Zhong Yang
Nonlaboratory-Based Risk Assessment Model For Type 2 Diabetes Mellitus Screening in Chinese Rural Population: A Joint Bagging-Boosting Model.Liying Zhang Yikang Wang Miaomiao Niu Chongjian Wang Zhenfei Wang
Medication Combination Prediction Using Temporal Attention Mechanism and Simple Graph Convolution.Haiqiang Wang Yinying Wu Chao Gao Yue Deng Fan Zhang Jiajin Huang Jiming Liu
A Semi-Supervised Multi-Task Learning Approach for Predicting Short-Term Kidney Disease Evolution.Michele Bernardini Luca Romeo Emanuele Frontoni Massih-Reza Amini
Possible Contexts of Use for In Silico Trials Methodologies: A Consensus-Based Review.Marco Viceconti Luca Emili Payman Afshari Eulalie Courcelles Cristina Curreli Nele Famaey Liesbet Geris Marc Horner Maria Cristina Jori Alexander Kulesza Axel Loewe Michael Neidlin Markus Reiterer Cecile F. Rousseau Giulia Russo Simon J. Sonntag Emmanuelle M. Voisin Francesco Pappalardo
Prediction of Life-Threatening Intracranial Hypertension During the Acute Phase of Traumatic Brain Injury Using Machine Learning.Hack-Jin Lee Hakseung Kim Young-Tak Kim Kanghee Won Marek Czosnyka Dong-Joo Kim
Unsupervised Self-Adaptive Auditory Attention Decoding.Simon Geirnaert Tom Francart Alexander Bertrand
Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval.Jiansheng Fang Huazhu Fu Dan Zeng Xiao Yan Yuguang Yan Jiang Liu
Multi-Focus Network to Decode Imaging Phenotype for Overall Survival Prediction of Gastric Cancer Patients.Liwen Zhang Di Dong Lianzhen Zhong Cong Li Chaoen Hu Xin Yang Zaiyi Liu Rongpin Wang Junlin Zhou Jie Tian
Computer-Aided Intraoperative Toric Intraocular Lens Positioning and Alignment During Cataract Surgery.Yuxuan Zhai Guanghua Zhang Longsheng Zheng Guangqian Yang Ke Zhao Yubin Gong Zhe Zhang Ximei Zhang Bin Sun Zhao Wang
A Spatio-Temporal Attention-Based Model for Infant Movement Assessment From Videos.Binh Nguyen-Thai Vuong Le Catherine Morgan Nadia Badawi Truyen Tran Svetha Venkatesh
KerNet: A Novel Deep Learning Approach for Keratoconus and Sub-Clinical Keratoconus Detection Based on Raw Data of the Pentacam HR System.Ruiwei Feng Zhe Xu Xiangshang Zheng Heping Hu Xiuming Jin Danny Z. Chen Ke Yao Jian Wu
Mutual-Prototype Adaptation for Cross-Domain Polyp Segmentation.Chen Yang Xiaoqing Guo Meilu Zhu Bulat Ibragimov Yixuan Yuan
Multi-Source Transfer Learning Via Multi-Kernel Support Vector Machine Plus for B-Mode Ultrasound-Based Computer-Aided Diagnosis of Liver Cancers.Huili Zhang Lehang Guo Dan Wang Jun Wang Lili Bao Shihui Ying Huixiong Xu Jun Shi
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images.Alzayat Saleh Issam H. Laradji Corey Lammie David Vázquez Carol A. Flavell Mostafa Rahimi Azghadi
Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images.Guangquan Zhou Juzheng Miao Xin Yang Rui Li En-Ze Huo Wenlong Shi Yuhao Huang Jikuan Qian Chaoyu Chen Dong Ni
Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar.Hyunbin Kwon Sang Ho Choi Dongseok Lee Dongyeon Son Heenam Yoon Mi Hyun Lee Yu Jin Lee Kwang Suk Park
The Convolutional Neural Networks Training With Channel-Selectivity for Human Activity Recognition Based on Sensors.Wenbo Huang Lei Zhang Qi Teng Chaoda Song Jun He
EEG Fingerprints of Task-Independent Mental Workload Discrimination.Ioannis Kakkos Georgios N. Dimitrakopoulos Yi Sun Jingjia Yuan George K. Matsopoulos Anastasios Bezerianos Yu Sun
CacheTrack-YOLO: Real-Time Detection and Tracking for Thyroid Nodules and Surrounding Tissues in Ultrasound Videos.Xiangqiong Wu Guanghua Tan Ningbo Zhu Zhilun Chen Yan Yang Huaxuan Wen Kenli Li
An Accurate Deep Learning Model for Clinical Entity Recognition From Clinical Notes.Syed Atif Moqurrab Umair Ayub Adeel Anjum Sohail Asghar Gautam Srivastava
Profile Matching for IoMT: A Verifiable Private Set Intersection Scheme.Yalian Qian Jian Shen Pandi Vijayakumar Pradip Kumar Sharma
Distant Domain Transfer Learning for Medical Imaging.Shuteng Niu Meryl Liu Yongxin Liu Jian Wang Houbing Song
Sparse Twin Support Vector Clustering Using Pinball Loss.Muhammad Tanveer Tarun Gupta Miten Shah Bharat Richhariya
TrMAps: Trust Management in Specification-Based Misbehavior Detection System for IMD-Enabled Artificial Pancreas System.Philip Virgil Astillo Gaurav Choudhary Daniel Gerbi Duguma Jiyoon Kim Ilsun You
Two-Way MR-Forest Based Growing Path Classification for Malignancy Estimation of Pulmonary Nodules.Hongbo Zhu Guangjie Han Chuan Lin Min Wang Mohsen Guizani Jianxia Hou Wei Xing
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation.Ziyuan Zhao Zeng Zeng Kaixin Xu Cen Chen Cuntai Guan
Graph Based Multichannel Feature Fusion for Wrist Pulse Diagnosis.Qi Zhang Jianhang Zhou Bob Zhang
ML-Net: Multi-Channel Lightweight Network for Detecting Myocardial Infarction.Yangjie Cao Tingting Wei Bo Zhang Nan Lin Joel J. P. C. Rodrigues Jie Li Di Zhang
Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning.Lie Ju Xin Wang Xin Zhao Huimin Lu Dwarikanath Mahapatra C. Paul Bonnington Zongyuan Ge
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification.Ruiwei Feng Xuechen Liu Jintai Chen Danny Z. Chen Honghao Gao Jian Wu
CDP-UA: Cognitive Data Processing Method Wearable Sensor Data Uncertainty Analysis in the Internet of Things Assisted Smart Medical Healthcare Systems.Gunasekaran Manogaran Mamoun Alazab Houbing Song Neeraj Kumar
Guest Editorial AI and 5G Empowered Internet of Medical Things.Syed Hassan Ahmed Victor Hugo C. de Albuquerque Wei Wei Wei Wang
Volume 25, Number 9, September 2021
Xiong Li Yangkai Lin Xu Meng Yangping Qiu Bo Hu
rBPDL: Predicting RNA-Binding Proteins Using Deep Learning.Mengting Niu Jin Wu Quan Zou Zhendong Liu Lei Xu
The Use of Multiple Correspondence Analysis to Explore Associations Between Categories of Qualitative Variables and Cancer Incidence.Dídac Florensa Pere Godoy Jordi Mateo Francesc Solsona Tere Pedrol Miquel Mesas Ramon Piñol
Frailty Assessment Using Temporal Gait Characteristics and a Long Short-Term Memory Network.Dawoon Jung Jinwook Kim Miji Kim Chang Won Won Kyung-Ryoul Mun
Reducing False Triggering Caused by Irrelevant Mental Activities in Brain-Computer Interface Based on Motor Imagery.Lujia Zhou Xuewen Tao Feng He Peng Zhou Hongzhi Qi
Machine Learning for Real-Time Heart Disease Prediction.Dimitris Bertsimas Luca Mingardi Bartolomeo Stellato
Acoustic Emissions From Loaded and Unloaded Knees to Assess Joint Health in Patients With Juvenile Idiopathic Arthritis.Sevda Gharehbaghi Daniel C. Whittingslow Lori A. Ponder Sampath Prahalad Omer T. Inan
A Deep Learning Approach to Predict Diabetes' Cardiovascular Complications From Administrative Claims.Enrico Longato Gian Paolo Fadini Giovanni Sparacino Angelo Avogaro Lara Tramontan Barbara Di Camillo
Limitations of Transformers on Clinical Text Classification.Shang Gao Mohammed M. Alawad M. Todd Young John Gounley Noah Schaefferkoetter Hong-Jun Yoon Xiao-Cheng Wu Eric B. Durbin Jennifer A. Doherty Antoinette Stroup Linda Coyle Georgia D. Tourassi
A Novel Switching State-Space Model for Post-ICU Mortality Prediction and Survival Analysis. A Multichannel Intraluminal Impedance Gastroesophageal Reflux Characterization Algorithm Based On Sparse Representation.Azra Rasouli Kenari Hossein Rabbani Saeed Kermani Mostafa Raisi Maryam Soheilipour Peyman Adibi
Striatal Subdivisions Estimated via Deep Embedded Clustering With Application to Parkinson's Disease.Yu Li Aiping Liu Taomian Mi Runyu Yang Piu Chan Martin J. McKeown Xun Chen Feng Wu
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification.André G. C. Pacheco Renato A. Krohling
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.Wufeng Xue Jiahui Li Zhiqiang Hu Eric Kerfoot James R. Clough Ilkay Öksüz Hao Xu Vicente Grau Fumin Guo Matthew Ng Xiang Li Quanzheng Li Lihong Liu Jin Ma Elias Grinias Georgios Tziritas Wenjun Yan Angélica Atehortúa Mireille Garreau Yeonggul Jang Alejandro Debus Enzo Ferrante Guanyu Yang Tiancong Hua Shuo Li
Automatic Acetowhite Lesion Segmentation via Specular Reflection Removal and Deep Attention Network.Zijie Yue Shuai Ding Xiaojian Li Shanlin Yang Youtao Zhang
Discriminant Tensor-Based Manifold Embedding for Medical Hyperspectral Imagery.Meng Lv Wei Li Tianhong Chen Jun Zhou Ran Tao
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation.Xiaohang Fu Lei Bi Ashnil Kumar Michael J. Fulham Jinman Kim
Accurate and Feasible Deep Learning Based Semi-Automatic Segmentation in CT for Radiomics Analysis in Pancreatic Neuroendocrine Neoplasms.Bingsheng Huang Xiaoyi Lin Jingxian Shen Xin Chen Jia Chen Zi-Ping Li Mingyu Wang Chenglang Yuan Xian-Fen Diao Yanji Luo Shi-Ting Feng
Skin Melanoma Detection in Microscopic Images Using HMM-Based Asymmetric Analysis and Expectation Maximization.Rozita Rastghalam Habibollah Danyali Mohammad Sadegh Helfroush M. Emre Celebi Mojgan Mokhtari
Automatic Aortic Dissection Centerline Extraction Via Morphology-Guided CRN Tracker. Noise Reduction for SD-OCT Using a Structure-Preserving Domain Transfer Approach.Menglin Wu Wei Chen Qiang Chen Hyunjin Park
Bridging the Gap Between 2D and 3D Contexts in CT Volume for Liver and Tumor Segmentation.Lei Song Haoqian Wang Z. Jane Wang
DMC-Fusion: Deep Multi-Cascade Fusion With Classifier-Based Feature Synthesis for Medical Multi-Modal Images.Qing Zuo Jianping Zhang Yin Yang
A New Framework for Robust Heart Rate Measurement Based on the Head Motion State Estimation.JongSong Ryu SunChol Hong Shili Liang SinIl Pak Qingyue Chen Shifeng Yan
Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented With Attention Mechanism for Low-Dose CT Imaging on Clinical Patient Data From Multiple Anatomical Sites.Zhenxing Huang Xinfeng Liu Rongpin Wang Zixiang Chen Yongfeng Yang Xin Liu Hairong Zheng Dong Liang Zhanli Hu
A Combinatorial Deep Learning Structure for Precise Depth of Anesthesia Estimation From EEG Signals.Sara Afshar Reza Boostani Saeid Sanei
Non-Invasive Heart Rate Estimation From Ballistocardiograms Using Bidirectional LSTM Regression.Changzhe Jiao Chao Chen Shuiping Gou Dong Hai Bo Yu Su Marjorie Skubic Licheng Jiao Alina Zare K. C. Ho
Lacsogram: A New EEG Tool to Diagnose Alzheimer's Disease.Pedro Miguel Rodrigues Bruno C. Bispo Carolina Garrett Dílio Alves João Paulo Ramos Teixeira Diamantino Freitas
Accurate Ballistocardiogram Based Heart Rate Estimation Using an Array of Load Cells in a Hospital Bed.Hewon Jung Jacob Kimball Timothy Receveur Eric Agdeppa Omer T. Inan
Predicted Threshold for Seated Stability: Estimation of Margin of Stability Using Wearable Inertial Sensors.Alireza Noamani Kshitij Agarwal Albert H. Vette Hossein Rouhani
Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing.Jacob Kimball Jonathan Zia Sungtae An Christopher Rolfes Jin-Oh Hahn Michael N. Sawka Omer T. Inan
Non-invasive Monitoring of Three Glucose Ranges Based On ECG By Using DBSCAN-CNN.Jingzhen Li Tobore Igbe Yuhang Liu Abhishek Kandwal Lei Wang Zedong Nie
Ophthalmic Disease Detection via Deep Learning With a Novel Mixture Loss Function.Xiong Luo Jianyuan Li Maojian Chen Xi Yang Xiangjun Li
Deep Adaptive Blending Network for 3D Magnetic Resonance Image Denoising.Yi Xu Kang Han Yongming Zhou Jian Wu Xin Xie Wei Xiang
Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption.Yao Lu Yu Tian Tianshu Zhou Shiqiang Zhu Jingsong Li
Transfer Learning for Nonrigid 2D/3D Cardiovascular Images Registration.Shaoya Guan Tianmiao Wang Kai Sun Cai Meng
Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions.Qiancheng Ye Qi Zhang Yu Tian Tianshu Zhou Hongbin Ge Jiajun Wu Na Lu Xueli Bai Tingbo Liang Jingsong Li
The Current Research of Combining Multi-Modal Brain-Computer Interfaces With Virtual Reality.Dong Wen Bingbing Liang Yanhong Zhou Hongqian Chen Tzyy-Ping Jung
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors.Zhenghua Chen Min Wu Wei Cui Chengyu Liu Xiaoli Li
Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective.Yinghuan Shi Wanqi Yang Kim-Han Thung Hao Wang Yang Gao Yang Pan Li Zhang Dinggang Shen
Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems.Volume 25, Number 8, August 2021
Jiping Zhang Wenjing Hu Shuyuan Li Yaofeng Wen Yong Bao Hefeng Huang Chenming Xu Dahong Qian
scASK: A Novel Ensemble Framework for Classifying Cell Types Based on Single-cell RNA-seq Data.Bo Liu Fang-Xiang Wu Xiufen Zou
A Hierarchical Graph Convolution Network for Representation Learning of Gene Expression Data.Kaiwen Tan Weixian Huang Xiaofeng Liu Jinlong Hu Shoubin Dong
Intelligent Oscillometric System for Automatic Detection of Peripheral Arterial Disease.Nosratallah Forghani Keivan Maghooli Nader Jafarnia Dabanloo Ali Vasheghani Farahani Mohamad Forouzanfar
Assessment of Daily Routine Uniformity in a Smart Home Environment Using Hierarchical Clustering.Prakhar Mohan Bogyeong Lee Theodora Chaspari Changbum R. Ahn
Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis.Shengqiang Chi Yu Tian Feng Wang Yu Wang Ming Chen Jingsong Li
Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery.Ellen W. McGinnis Jordyn Scism Jessica Hruschak Maria Muzik Katherine L. Rosenblum Kate Fitzgerald William C. Copeland Ryan S. McGinnis
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks.Chirag Nagpal Xinyu Li Artur Dubrawski
Machine Learning Models for Classification of Cushing's Syndrome Using Retrospective Data.Senol Isci Derya Sema Yaman Kalender Firat Bayraktar Alper Yaman
Auto-Metric Graph Neural Network Based on a Meta-Learning Strategy for the Diagnosis of Alzheimer's Disease.Xiaofan Song Mingyi Mao Xiaohua Qian
Inter-Patient Classification With Encoded Peripheral Pulse Series and Multi-Task Fusion CNN: Application in Type 2 Diabetes.Chun Ouyang Zhongxue Gan Junjie Zhen Yuxiang Guan Xing Zhu Peng Zhou
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression.Yiwen Meng William Speier Michael K. Ong Corey W. Arnold
Explaining Black-Box Models for Biomedical Text Classification. Inferring Respiratory and Circulatory Parameters from Electrical Impedance Tomography With Deep Recurrent Models.Nils Strodthoff Claas Strodthoff Tobias Becher Norbert Weiler Inéz Frerichs
Self-Learning for Weakly Supervised Gleason Grading of Local Patterns.Julio Silva-Rodríguez Adrián Colomer Jose Dolz Valery Naranjo
Segmenting Vitiligo on Clinical Face Images Using CNN Trained on Synthetic and Internet Images.Yanling LI Adams Wai-Kin Kong Steven Thng
Integrating Lung Parenchyma Segmentation and Nodule Detection With Deep Multi-Task Learning.Weihua Liu Xiabi Liu Huiyu Li Mincan Li Xinming Zhao Zheng Zhu
iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and Its Application to CT Organ Dosimetry.Wanyi Fu Shobhit Sharma Ehsan Abadi Alexandros-Stavros Iliopoulos Qi Wang Joseph Y. Lo Xiaobai Sun William Paul Segars Ehsan Samei
Dynamic MRI Reconstruction via Weighted Tensor Nuclear Norm Regularizer. Spatial-Spectral Density Peaks-Based Discriminant Analysis for Membranous Nephropathy Classification Using Microscopic Hyperspectral Images.Meng Lv Wei Li Ran Tao Nigel H. Lovell Yue Yang Tianqi Tu Wenge Li
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images.Bo Wang Wei Wei Shuang Qiu Shengpei Wang Dan Li Huiguang He
Detecting Risk Gene and Pathogenic Brain Region in EMCI Using a Novel GERF Algorithm Based on Brain Imaging and Genetic Data.Xia-an Bi Wenyan Zhou Lou Li Zhao-Xu Xing
Reinventing 2D Convolutions for 3D Images.Jiancheng Yang Xiaoyang Huang Yi He Jingwei Xu Canqian Yang Guozheng Xu Bingbing Ni
Video-Based Detection of Generalized Tonic-Clonic Seizures Using Deep Learning.Yonghua Yang Rani A. Sarkis Rima El Atrache Tobias Loddenkemper Christian Meisel
DeepUWF: An Automated Ultra-Wide-Field Fundus Screening System via Deep Learning.Wei Zhang Xiujuan Zhao Yuanyuan Chen Jie Zhong Zhang Yi
Quantifying Axial Spine Images Using Object-Specific Bi-Path Network.Liyan Lin Xi Tao Wei Yang Shumao Pang Zhihai Su Hai Lu Shuo Li Qianjin Feng Bo Chen
Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images.Ran Zhou Fumin Guo M. Reza Azarpazhooh Samineh Hashemi Xinyao Cheng John David Spence Mingyue Ding Aaron Fenster
Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning.Deqiang Xiao Chunfeng Lian Han Deng Tianshu Kuang Qin Liu Lei Ma Daeseung Kim Yankun Lang Xu Chen Jaime Gateno Steve Guo-Fang Shen James J. Xia Pew-Thian Yap
A Controlled Thermoalgesic Stimulation Device for Exploring Novel Pain Perception Biomarkers.Maider Nuñez-Ibero Borja Camino-Pontes Ibai Díez Asier Erramuzpe Endika Martinez-Gutierrez Sebastiano Stramaglia Javier O. Alvarez-Cienfuegos Jesús M. Cortés
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection.Lam Pham Huy Phan Ramaswamy Palaniappan Alfred Mertins Ian McLoughlin
Universal Physiological Representation Learning With Soft-Disentangled Rateless Autoencoders.Mo Han Ozan Özdenizci Toshiaki Koike-Akino Ye Wang Deniz Erdogmus
Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network.Sami Nikkonen Henri Korkalainen Akseli Leino Sami Myllymaa Brett Duce Timo Leppänen Juha Töyräs
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea.Fernando Vaquerizo-Villar Daniel Álvarez Leila Kheirandish-Gozal Gonzalo C. Gutiérrez-Tobal Verónica Barroso-García Eduardo Santamaría-Vázquez Félix del Campo David Gozal Roberto Hornero
Unsupervised Eye Blink Artifact Detection From EEG With Gaussian Mixture Model.Jiuwen Cao Long Chen Dinghan Hu Fang Dong Tiejia Jiang Weidong Gao Feng Gao
Attention-Based Parallel Multiscale Convolutional Neural Network for Visual Evoked Potentials EEG Classification.Zhongke Gao Xinlin Sun Mingxu Liu Wei-Dong Dang Chao Ma Guanrong Chen
Non-Invasive Capillary Blood Pressure Measurement Enabling Early Detection and Classification of Venous Congestion.Jing Liu Bryan P. Yan Shih-Chi Chen Yuan-Ting Zhang Charles G. Sodini Ni Zhao
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort.Ayse S. Cakmak Erick Andres Perez-Alday Giulia Da Poian Ali Bahrami Rad Thomas J. Metzler Thomas Neylan Stacey L. House Francesca L. Beaudoin Xinming An Jennifer S. Stevens Donglin Zeng Sarah D. Linnstaedt Tanja Jovanovic Laura T. Germine Kenneth A. Bollen Scott L. Rauch Christopher A. Lewandowski Phyllis L. Hendry Sophia Sheikh Alan B. Storrow Paul I. Musey John P. Haran Christopher W. Jones Brittany E. Punches Robert A. Swor Nina T. Gentile Meghan McGrath Mark J. Seamon Kamran Mohiuddin Anna M. Chang Claire Pearson Robert M. Domeier Steven E. Bruce Brian J. O'Neil Niels K. Rathlev Leon D. Sanchez Robert H. Pietrzak Jutta Joormann Deanna M. Barch Diego A. Pizzagalli Steven E. Harte James M. Elliott Ronald C. Kessler Karestan C. Koenen Kerry J. Ressler Samuel A. McLean Qiao Li Gari D. Clifford
The Effect of Hypoglycemia on Spectral Moments in EEG Epochs of Different Durations in Type 1 Diabetes Patients.Cuong Q. Ngo Rifai Chai Timothy W. Jones Hung T. Nguyen
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection.Guanhua Ye Hongzhi Yin Tong Chen Hongxu Chen Lizhen Cui Xiangliang Zhang
Comparative Study of COVID-19 Pandemic Progressions in 175 Regions in Australia, Canada, Italy, Japan, Spain, U.K. and USA Using a Novel Model That Considers Testing Capacity and Deficiency in Confirming Infected Cases.Volume 25, Number 7, July 2021
Jiajing Zhu Yongguo Liu Yun Zhang Dongxiao Li
Quantifying Intensities of Transcription Factor-DNA Binding by Learning From an Ensemble of Protein Binding Microarrays.Lijun Quan Jie Mei Ruji He Xiaoyu Sun Liangpeng Nie Kailong Li Qiang Lyu
Multiple Embeddings Enhanced Multi-Graph Neural Networks for Chinese Healthcare Named Entity Recognition. Trail-Traced Threshold Test (T4) With a Weighted Binomial Distribution for a Psychophysical Test.Yuxin Gong Haogang Zhu Marco Miranda David P. Crabb Haolan Yang Wei Bi David F. Garway-Heath
Lexicon Knowledge Boosted Interaction Graph Network for Adverse Drug Reaction Recognition From Social Media.Zhiheng Li Zhihao Yang Lei Wang Yin Zhang Hongfei Lin Jian Wang
Ubiquitous Fall Hazard Identification With Smart Insole.Diliang Chen Golnoush Asaeikheybari Huan Chen Wenyao Xu Ming-Chun Huang
Platform for Healthcare Promotion and Cardiovascular Disease Prevention.Carlos A. Gómez-García Miguel Askar-Rodriguez Jaime Velasco-Medina
Deep Learning for Diabetes: A Systematic Review.Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou
Single-Stage Intake Gesture Detection Using CTC Loss and Extended Prefix Beam Search.Philipp V. Rouast Marc T. P. Adam
Joint Extraction of Retinal Vessels and Centerlines Based on Deep Semantics and Multi-Scaled Cross-Task Aggregation.Rui Xu Tiantian Liu Xinchen Ye Fei Liu Lin Lin Liang Li Satoshi Tanaka Yen-Wei Chen
LPAQR-Net: Efficient Vertebra Segmentation From Biplanar Whole-Spine Radiographs.Liping Zhang Lin Shi Jack Chun Yiu Cheng Winnie Chiu Wing Chu Simon Chun-Ho Yu
Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification.Sulaiman Vesal Mingxuan Gu Andreas Maier Nishant Ravikumar
Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images.Cam-Hao Hua Kiyoung Kim Thien Huynh-The Jong In You Seung-Young Yu Thuong Le-Tien Sung-Ho Bae Sungyoung Lee
Triple Up-Sampling Segmentation Network With Distribution Consistency Loss for Pathological Diagnosis of Cervical Precancerous Lesions.Zhu Meng Zhicheng Zhao Bingyang Li Fei Su Limei Guo Haiying Wang
3D Image Segmentation With Sparse Annotation by Self-Training and Internal Registration.Adeleh Bitarafan Mahdi Nikdan Mahdieh Soleymani Baghshah
Deep Semantic Segmentation Feature-Based Radiomics for the Classification Tasks in Medical Image Analysis.Bingsheng Huang Junru Tian Hongyuan Zhang Zixin Luo Jing Qin Chen Huang Xueping He Yanji Luo Yongjin Zhou Guo Dan Hanwei Chen Shi-Ting Feng Chenglang Yuan
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach.Helena R. Torres Pedro Morais Anne Fritze Bruno Oliveira Fernando Veloso Mario Rüdiger Jaime C. Fonseca João L. Vilaça
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation.Qingsen Yan Bo Wang Wei Zhang Chuan Luo Wei Xu Zhengqing Xu Yanning Zhang Qinfeng Shi Liang Zhang Zheng You
Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data.Zengqiang Yan Jeffry Wicaksana Zhiwei Wang Xin Yang Kwang-Ting Cheng
Classification of Adolescent Major Depressive Disorder Via Static and Dynamic Connectivity.Bhaskar Sen Kathryn R. Cullen Keshab K. Parhi
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram.Samiul Based Shuvo Shams Nafisa Ali Soham Irtiza Swapnil Taufiq Hasan Mohammed Imamul Hassan Bhuiyan
Design and Comparative Performance of a Robust Lung Auscultation System for Noisy Clinical Settings.Ian McLane Dimitra Emmanouilidou James E. West Mounya Elhilali
Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation.Henry Shin Marwan A. Hawari Xiaogang Hu
Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea.Henri Korkalainen Timo Leppänen Brett Duce Samu Kainulainen Juhani Aakko Akseli Leino Laura Kalevo Isaac O. Afara Sami Myllymaa Juha Töyräs
Wrist Torque Estimation via Electromyographic Motor Unit Decomposition and Image Reconstruction.Yang Yu Chen Chen Xinjun Sheng Xiangyang Zhu
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment.Jian Shen Xiaowei Zhang Xiao Huang Manxi Wu Jin Gao Dawei Lu Zhijie Ding Bin Hu
FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition.Zhe Wang Tianhao Gu Yiwen Zhu Dongdong Li Hai Yang Wenli Du
Copula-Based Data Augmentation on a Deep Learning Architecture for Cardiac Sensor Fusion.Diogo Silva Steffen Leonhardt Christoph Hoog Antink
Accurate Blood Pressure Estimation During Activities of Daily Living: A Wearable Cuffless Solution.Cederick Landry Eric T. Hedge Richard Lee Hughson Sean D. Peterson Arash Arami
Tracking Brain Development From Neonates to the Elderly by Hemoglobin Phase Measurement Using Functional Near-Infrared Spectroscopy.Zhenhu Liang Hao Tian Ho-ching Shawn Yang Takeshi Arimitsu Takao Takahashi Angelo Sassaroli Sergio Fantini Haijing Niu Yasuyo Minagawa Yunjie Tong
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes.Guanchao Feng Kezi Yu Yunlong Wang Yilian Yuan Petar M. Djuric
A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data.Wonsuk Oh Michael S. Steinbach M. Regina Castro Kevin A. Peterson Vipin Kumar Pedro J. Caraballo György J. Simon
EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice.Yong Shang Yu Tian Min Zhou Tianshu Zhou Kewei Lyu Zhixiao Wang Ran Xin Tingbo Liang Shiqiang Zhu Jingsong Li
Modeling Texture in Deep 3D CNN for Survival Analysis.Ahmad Chaddad Paul Sargos Christian Desrosiers
Predicting Recurrence for Patients With Ischemic Cerebrovascular Events Based on Process Discovery and Transfer Learning.Haifeng Xu Jianfei Pang Weiliang Zhang Xuemeng Li Mei Li Dongsheng Zhao
Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series.Kristoffer Wickstrøm Karl Øyvind Mikalsen Michael Kampffmeyer Arthur Revhaug Robert Jenssen
Mining Pre-Surgical Patterns Able to Discriminate Post-Surgical Outcomes in the Oncological Domain.Leonardo Alexandre Rafael S. Costa Lucio Lara-Santos Rui Henriques
Efficient and Explainable Risk Assessments for Imminent Dementia in an Aging Cohort Study.Nicasia Beebe-Wang Alex Okeson Tim Althoff Su-In Lee
A Comprehensive Explanation Framework for Biomedical Time Series Classification.Praharsh Ivaturi Matteo Gadaleta Amitabh C. Pandey Michael J. Pazzani Steven R. Steinhubl Giorgio Quer
Interpretable and Lightweight 3-D Deep Learning Model for Automated ACL Diagnosis.Young Seok Jeon Kensuke Yoshino Shigeo Hagiwara Atsuya Watanabe Swee Tian Quek Hiroshi Yoshioka Mengling Feng
COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks.Wenqi Shi Li Tong Yuanda Zhu May D. Wang
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare.Arash Shaban-Nejad Martin Michalowski John S. Brownstein David L. Buckeridge
Attention-RefNet: Interactive Attention Refinement Network for Infected Area Segmentation of COVID-19.Titinunt Kitrungrotsakul Qingqing Chen Huitao Wu Yutaro Iwamoto Hongjie Hu Wenchao Zhu Chao Chen Fangyi Xu Yong Zhou Lanfen Lin Ruofeng Tong Jingsong Li Yen-Wei Chen
A Deep Learning Radiomics Model to Identify Poor Outcome in COVID-19 Patients With Underlying Health Conditions: A Multicenter Study.Siwen Wang Di Dong Liang Li Hailin Li Yan Bai Yahua Hu Yuanyi Huang Xiangrong Yu Sibin Liu Xiaoming Qiu Ligong Lu Meiyun Wang Yunfei Zha Jie Tian
Volume 25, Number 6, June 2021
Benlian Xu Mingli Lu Jian Shi Jinliang Cong Brett Nener
iPro2L-PSTKNC: A Two-Layer Predictor for Discovering Various Types of Promoters by Position Specific of Nucleotide Composition.Yinuo Lyu Wenying He Shuhao Li Quan Zou Fei Guo
Identification of lncRNA Signature Associated With Pan-Cancer Prognosis.Guoqing Bao Ran Xu Xiuying Wang Jianxiong Ji Linlin Wang Wenjie Li Qing Zhang Bin Huang Anjing Chen Di Zhang Beihua Kong Qifeng Yang Cunzhong Yuan Xinyu Wang Jian Wang Xingang Li
Circulating Nurse Assistant: Non-Contact Body Centric Gesture Recognition Towards Reducing Latrogenic Contamination.Nan Zhao Xiaodong Yang Zhiya Zhang Muhammad Bilal Khan
Probabilistic Modelling of Gait for Robust Passive Monitoring in Daily Life.Yordan P. Raykov Luc J. W. Evers Reham Badawy Bastiaan R. Bloem Tom M. Heskes Marjan J. Meinders Kasper Claes Max A. Little
Multiscale Transfer Spectral Entropy for Quantifying Corticomuscular Interaction.Jinbiao Liu Gansheng Tan Yixuan Sheng Honghai Liu
Improving Deep Reinforcement Learning With Transitional Variational Autoencoders: A Healthcare Application.Matthew Baucum Anahita Khojandi Rama K. Vasudevan
A Deep Learning-Based Unsupervised Method to Impute Missing Values in Patient Records for Improved Management of Cardiovascular Patients.Da Xu Jessica Qiuhua Sheng Paul Jen-Hwa Hu Ting Shuo Huang Chih-Chin Hsu
An FSCV Deep Neural Network: Development, Pruning, and Acceleration on an FPGA.Zhichao Zhang Yoonbae Oh Scott D. Adams Kevin E. Bennet Abbas Z. Kouzani
Design Comorbidity Portfolios to Improve Treatment Cost Prediction of Asthma Using Machine Learning.Li Luo Xinzhu Yu Zhilin Yong Chunyang Li Yonghong Gu
A Data-Based Model Predictive Decision Support System for Inventory Management in Hospitals.María Isabel Fernández Paula Chanfreut Isabel Jurado José María Maestre
Gaining Insights Into Patient Satisfaction Through Interpretable Machine Learning.Ning Liu Soundar R. T. Kumara Eric Reich
'Black Box' to 'Conversational' Machine Learning: Ondansetron Reduces Risk of Hospital-Acquired Venous Thromboembolism.Arghya Datta Matthew K. Matlock Na Le Dang Thiago C. Moulin Keith F. Woeltje Elizabeth L. Yanik Sanjay Joshua Swamidass
Detecting Medical Misinformation on Social Media Using Multimodal Deep Learning.Zuhui Wang Zhaozheng Yin Young Anna Argyris
Mosaic Privacy-Preserving Mechanisms for Healthcare Analytics.Alexander Krall Daniel Finke Hui Yang
A Pseudonymisation Protocol With Implicit and Explicit Consent Routes for Health Records in Federated Ledgers.Micael Pedrosa André Zúquete Carlos Costa
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation.Theekshana Dissanayake Tharindu Fernando Simon Denman Sridha Sridharan Houman Ghaemmaghami Clinton Fookes
Prediction of Task Performance From Physiological Features of Stress Resilience.Marko Sarlija Sinisa Popovic Marko Jagodic Tanja Jovanovic Vladimir Ivkovic Quan Zhang Gary Strangman Kresimir Cosic
Analyzing Medical Guideline Dissemination Behaviors Using Culturally Infused Agent Based Modeling Framework.Eunice E. Santos John Korah Suresh Subramanian Vairavan Murugappan Elbert S. Huang Neda Laiteerapong Ali Cinar
Deep Multi-Instance Learning Using Multi-Modal Data for Diagnosis of Lymphocytosis.Mihir Sahasrabudhe Pierre Sujobert Evangelia I. Zacharaki Eugénie Maurin Béatrice Grange Laurent Jallades Nikos Paragios Maria Vakalopoulou
User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing.Andrew Gilbert Marit Holden Line Eikvil Mariia Rakhmail Aleksandar Babic Svein Arne Aase Eigil Samset Kristin McLeod
Healthy Aging Within an Image: Using Muscle Radiodensitometry and Lifestyle Factors to Predict Diabetes and Hypertension.Marco Recenti Carlo Ricciardi Kyle Joseph Edmunds Magnús Kjartan Gíslason Sigurdur Sigurdsson Ugo Carraro Paolo Gargiulo
Deep Learning-Based End-to-End Diagnosis System for Avascular Necrosis of Femoral Head. Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs.Jiahong Ouyang Qingyu Zhao Edith V. Sullivan Adolf Pfefferbaum Susan F. Tapert Ehsan Adeli Kilian M. Pohl
Accurate Retinal Vessel Segmentation in Color Fundus Images via Fully Attention-Based Networks.Kaiqi Li Xingqun Qi Yiwen Luo Zeyi Yao Xiaoguang Zhou Muyi Sun
Using BI-RADS Stratifications as Auxiliary Information for Breast Masses Classification in Ultrasound Images.Jie Xing Chao Chen Qinyang Lu Xun Cai Aijun Yu Yi Xu Xiaoling Xia Yue Sun Jing Xiao Lingyun Huang
Multi-Parametric Fusion of 3D Power Doppler Ultrasound for Fetal Kidney Segmentation Using Fully Convolutional Neural Networks.Nipuna H. Weerasinghe Nigel H. Lovell Alec W. Welsh Gordon N. Stevenson
Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology.Caner Mercan Bulut Aygünes Selim Aksoy Ezgi Mercan Linda G. Shapiro Donald L. Weaver Joann G. Elmore
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation.Debesh Jha Pia H. Smedsrud Dag Johansen Thomas de Lange Håvard D. Johansen Pål Halvorsen Michael A. Riegler
DBAN: Adversarial Network With Multi-Scale Features for Cardiac MRI Segmentation.Xinyu Yang Yuan Zhang Benny Lo Dongrui Wu Hongen Liao Yuan-Ting Zhang
Lung Respiratory Motion Estimation Based on Fast Kalman Filtering and 4D CT Image Registration.Peng Xue Yu Fu Huizhong Ji Wentao Cui Enqing Dong
Multimodal Data Fusion of Electromyography and Acoustic Signals for Thai Syllable Recognition.Nida Sae Jong Alba García Seco de Herrera Pornchai Phukpattaranont
Quantitative Assessment of Friedreich Ataxia via Self-Drinking Activity.Ragil Krishna Pubudu N. Pathirana Malcolm K. Horne Louise A. Corben David J. Szmulewicz
Automated Detection of Real-World Falls: Modeled From People With Multiple Sclerosis.Clara Mosquera Lopez Eric A. Wan Mahesh C. Shastry Jonathon Folsom Joseph Leitschuh John Condon Uma Rajhbeharrysingh Andrea Hildebrand Michelle Cameron Peter G. Jacobs
Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors.Shreyasi Datta Chandan K. Karmakar Bernard Yan Marimuthu Palaniswami
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning.Nannapas Banluesombatkul Pichayoot Ouppaphan Pitshaporn Leelaarporn Payongkit Lakhan Busarakum Chaitusaney Nattapong Jaimchariyatam Ekapol Chuangsuwanich Wei Chen Huy Phan Nat Dilokthanakul Theerawit Wilaiprasitporn
Wearable Respiration Monitoring: Interpretable Inference With Context and Sensor Biomarkers.Ridwan Alam David B. Peden John C. Lach
Wearable Cuff-Less Blood Pressure Estimation at Home via Pulse Transit Time.Venu G. Ganti Andrew M. Carek Brandi N. Nevius James Alex Heller Mozziyar Etemadi Omer T. Inan
Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding.Poyuan Jeng Chun-Shu Wei Tzyy-Ping Jung Li-Chun Wang
An Efficient ECG Classification System Using Resource-Saving Architecture and Random Forest.Bo-Han Kung Po-Yuan Hu Chiu-Chang Huang Cheng-Che Lee Chia-Yu Yao Chieh-Hsiung Kuan
COVID-19 in CXR: From Detection and Severity Scoring to Patient Disease Monitoring.Maayan Frid-Adar Rula Amer Ophir Gozes Jannette Nassar Hayit Greenspan
Multilevel Deep-Aggregated Boosted Network to Recognize COVID-19 Infection from Large-Scale Heterogeneous Radiographic Data.Muhammad Owais Young Won Lee Tahir Mahmood Adnan Haider Haseeb Sultan Kang Ryoung Park
Integration of CNN, CBMIR, and Visualization Techniques for Diagnosis and Quantification of Covid-19 Disease.Saeed Mohagheghi Mehdi Alizadeh Seyed Mahdi Safavi Amir Hossein Foruzan Yen-Wei Chen
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method. Automated Detection of COVID-19 Cases on Radiographs using Shape-Dependent Fibonacci-p Patterns.Volume 25, Number 5, May 2021
Rizwan Qureshi Mengxu Zhu Hong Yan
MultiPredGO: Deep Multi-Modal Protein Function Prediction by Amalgamating Protein Structure, Sequence, and Interaction Information.Swagarika Jaharlal Giri Pratik Dutta Parth Halani Sriparna Saha
Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis.Brett M. Meyer Lindsey J. Tulipani Reed D. Gurchiek Dakota A. Allen Lukas Adamowicz Dale Larie Andrew J. Solomon Nick Cheney Ryan S. McGinnis
1D Convolutional Neural Networks for Detecting Nystagmus.Jacob L. Newman John S. Phillips Stephen J. Cox
Developing and Evaluating a Mixed Sensor Smart Chair System for Real-Time Posture Classification: Combining Pressure and Distance Sensors. Graph Convolutional Autoencoder and Fully-Connected Autoencoder with Attention Mechanism Based Method for Predicting Drug-Disease Associations.Ping Xuan Ling Gao Nan Sheng Tiangang Zhang Toshiya Nakaguchi
Noncontact Monitoring of Heart Rate and Heart Rate Variability in Geriatric Patients Using Photoplethysmography Imaging.Xinchi Yu Thea Laurentius Leo Cornelius Bollheimer Steffen Leonhardt Christoph Hoog Antink
Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment.William Hulme Glen P. Martin Matthew Sperrin Alexander J. Casson Sandra Bucci Shôn Lewis Niels Peek
Spatiotemporal Gait Measurement With a Side-View Depth Sensor Using Human Joint Proposals.Andrew Hynes Stephen Czarnuch Megan C. Kirkland Michelle Ploughman
Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning.Mira Valkonen Gunilla Högnäs G. Steven Bova Pekka Ruusuvuori
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears.Yasmin M. Kassim Kannappan Palaniappan Feng Yang Mahdieh Poostchi Nila Palaniappan Richard James Maude Sameer K. Antani Stefan Jäger
Multi-Res-Attention UNet: A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images.Edwin Thomas Pawan S. Jogi Shushant Kumar Anmol Horo S. Niyas S. Vinayagamani Chandrasekharan Kesavadas Jeny Rajan
Multi-Paradigm fMRI Fusion via Sparse Tensor Decomposition in Brain Functional Connectivity Study.Yipu Zhang Li Xiao Gemeng Zhang Biao Cai Julia M. Stephen Tony W. Wilson Vince D. Calhoun Yu-Ping Wang
A Multiprocessing Scheme for PET Image Pre-Screening, Noise Reduction, Segmentation and Lesion Partitioning.Runxi Cui Zhigang Chen Jia Wu Yanlin Tan Genghua Yu
Keyframe Extraction From Laparoscopic Videos via Diverse and Weighted Dictionary Selection.Mingyang Ma Shaohui Mei Shuai Wan Zhiyong Wang Zongyuan Ge Vincent Lam Dagan Feng
Weakly Supervised Histopathology Image Segmentation With Sparse Point Annotations.Zhe Chen Zhao Chen Jingxin Liu Qiang Zheng Yuang Zhu Yanfei Zuo Zhaoyu Wang Xiaosong Guan Yue Wang Yuan Li
Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists.Alexey Tolkachev Ilyas Sirazitdinov Maksym Kholiavchenko Tamerlan Mustafaev Bulat Ibragimov
Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images.Lu Li Meng Wei Bo Liu Kunakorn Atchaneeyasakul Fugen Zhou Zehao Pan Shimran A. Kumar Jason Y. Zhang Yuehua Pu David S. Liebeskind Fabien Scalzo
Neuron Image Segmentation via Learning Deep Features and Enhancing Weak Neuronal Structures.Bo Yang Weixun Chen Huiqiong Luo Yinghui Tan Min Liu Yaonan Wang
Multi-Task Learning for Registering Images With Large Deformation.Bo Du Jiandong Liao Baris Turkbey Pingkun Yan
Efficient 3D Junction Detection in Biomedical Images Based on a Circular Sampling Model and Reverse Mapping.Lan Shen Min Liu Chao Wang Changhao Guo Erik Meijering Yaonan Wang
Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network.Peijun Hu Xiang Li Yu Tian Tianyu Tang Tianshu Zhou Xueli Bai Shiqiang Zhu Tingbo Liang Jingsong Li
B-Tensor: Brain Connectome Tensor Factorization for Alzheimer's Disease.Göktekin Durusoy Zerrin Yildirim Demet Yüksel Dal Cigdem Ulasoglu-Yildiz Elif Kurt Günes Bayir Erhan Özacar Evren Özarslan Asli Demirtas-Tatlidede Basar Bilgiç Tamer Demiralp Hakan Gürvit Alkan Kabakçioglu Burak Acar
User Independent Estimations of Gait Events With Minimal Sensor Data.Seth R. Donahue Li Jin Michael E. Hahn
Non-Invasive Wearable Patch Utilizing Seismocardiography for Peri-Operative Use in Surgical Patients.Beren Semiz Andrew M. Carek Jessica C. Johnson Shireen Ahmad James Alex Heller Florencia Garcia Vicente Stacey Caron Charles W. Hogue Mozziyar Etemadi Omer T. Inan
Circadian Phase Prediction From Non-Intrusive and Ambulatory Physiological Data.Alexis Suárez Felipe Núñez Maria Rodriguez-Fernandez
Photoplethysmographic Waveform and Pulse Rate Variability Analysis in Hyperbaric Environments.María Dolores Peláez-Coca Alberto Hernando María Teresa Lozano Carlos Sánchez David Izquierdo Eduardo Gil
Electronic Stethoscope Filtering Mimics the Perceived Sound Characteristics of Acoustic Stethoscope.Valerie E. Rennoll Ian McLane Dimitra Emmanouilidou James West Mounya Elhilali
A Home-Based Bilateral Rehabilitation System With sEMG-based Real-Time Variable Stiffness.Yi Liu Shuxiang Guo Ziyi Yang Hideyuki Hirata Takashi Tamiya
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL.Nils Strodthoff Patrick Wagner Tobias Schaeffter Wojciech Samek
AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification.Sun-Hee Kim Hyung-Jeong Yang Thi Anh Ngoc Nguyen Seong-Whan Lee
Automatically Addressing System for Ultrasound-Guided Renal Biopsy Training Based on Augmented Reality.Zhaoxiang Guo Yonghang Tai Junzhen Du Zaiqing Chen Qiong Li Junsheng Shi
A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis.Shancheng Jiang Huichuan Li Zhi Jin
Counting Bites and Recognizing Consumed Food from Videos for Passive Dietary Monitoring.Jianing Qiu Frank Po Wen Lo Shuo Jiang Ya-Yen Tsai Yingnan Sun Benny Lo
Tenodesis Grasp Detection in Egocentric Video. Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training.Siavash Rezaei Abhishek Moturu Shun Zhao Kenneth M. Prkachin Thomas Hadjistavropoulos Babak Taati
A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video.Muhammad Awais Xi Long Bin Yin Saadullah Farooq Abbasi Saeed Akbarzadeh Chunmei Lu Xinhua Wang Laishuan Wang Jiong Zhang Jeroen Dudink Wei Chen
Infant Facial Expression Analysis: Towards a Real-Time Video Monitoring System Using R-CNN and HMM.Cheng Li Arash Pourtaherian Lonneke van Onzenoort Walther E. Tjon a Ten Peter H. N. de With
Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning.Raphaël Weber Sandie Cabon Antoine Simon Fabienne Porée Guy Carrault
Camera-Based Vital Signs Monitoring During Sleep - A Proof of Concept Study.Mark van Gastel Sander Stuijk Sebastiaan Overeem Johannes P. van Dijk Merel M. van Gilst Gerard de Haan
A Heart Rate Monitoring Framework for Real-World Drivers Using Remote Photoplethysmography.Po-Wei Huang Bing-Jhang Wu Bing-Fei Wu
Automated Cardiac Pulse Cycle Analysis From Photoplethysmogram (PPG) Signals Generated From Fingertip Videos Captured Using a Smartphone to Measure Blood Hemoglobin Levels.Md. Hasanul Aziz Md. Kamrul Hasan Arafat Mahmood Richard R. Love Sheikh Iqbal Ahamed
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography.Rencheng Song Huan Chen Juan Cheng Chang Li Yu Liu Xun Chen
Adaptive Gaussian Mixture Model Driven Level Set Segmentation for Remote Pulse Rate Detection.Alexander Woyczyk Vincent Fleischhauer Sebastian Zaunseder
Guest Editorial: Camera-Based Monitoring for Pervasive Healthcare Informatics.Wenjin Wang Steffen Leonhardt Lionel Tarassenko Caifeng Shan Daniel J. McDuff
Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-19.Guangyu Guo Zhuoyan Liu Shijie Zhao Lei Guo Tianming Liu
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images.Jingxiong Li Yaqi Wang Shuai Wang Jun Wang Jun Liu Qun Jin Lingling Sun
Volume 25, Number 4, April 2021
Paolo Di Giamberardino Daniela Iacoviello Federico Papa Carmela Sinisgalli
Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods.Alberto Blanco Alicia Pérez Arantza Casillas Daniel Cobos
SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWB.Maytus Piriyajitakonkij Patchanon Warin Payongkit Lakhan Pitshaporn Leelaarporn Nakorn Kumchaiseemak Supasorn Suwajanakorn Theerasarn Pianpanit Nattee Niparnan Subhas Chandra Mukhopadhyay Theerawit Wilaiprasitporn
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method.Xiang Chen Yu Li Ruochen Hu Xu Zhang Xun Chen
A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data. Fall Detection With UWB Radars and CNN-LSTM Architecture.Julien Maitre Kévin Bouchard Sébastien Gaboury
HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression.Yiwen Meng William Speier Michael K. Ong Corey W. Arnold
A Novel Automated Blood Pressure Estimation Algorithm Using Sequences of Korotkoff Sounds.Ahmadreza Argha Branko G. Celler Nigel H. Lovell
A Home Telemedicine System for Continuous Respiratory Monitoring.Alessandra Angelucci David Kuller Andrea Aliverti
Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review.Kun Qian Christoph Janott Maximilian Schmitt Zixing Zhang Clemens Heiser Werner Hemmert Yoshiharu Yamamoto Björn W. Schuller
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation.Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou
Accurate Impact Loading Rate Estimation During Running via a Subject-Independent Convolutional Neural Network Model and Optimal IMU Placement.Tian Tan Zachary A. Strout Peter B. Shull
Attention-Aware Residual Network Based Manifold Learning for White Blood Cells Classification.Pu Huang Jing Wang Jian Zhang Yajuan Shen Cong Liu Weiqing Song Shangshang Wu Yuwei Zuo Zhiming Lu Dengwang Li
Tracking Neutrophil Migration in Zebrafish Model Using Multi-Channel Feature Learning.Marzieh R. Moghadam Yi-Ping Phoebe Chen
GCSBA-Net: Gabor-Based and Cascade Squeeze Bi-Attention Network for Gland Segmentation.Zhijie Wen Ru Feng Jingxin Liu Ying Li Shihui Ying
AW-SDRLSE: Adaptive Weighting and Scalable Distance Regularized Level Set Evolution for Lymphoma Segmentation on PET Images.Siqi Li Huiyan Jiang Haoming Li Yu-Dong Yao
Curriculum Feature Alignment Domain Adaptation for Epithelium-Stroma Classification in Histopathological Images.Qi Qi Xin Lin Chaoqi Chen Weiping Xie Yue Huang Xinghao Ding Xiaoqing Liu Yizhou Yu
Structure Correction for Robust Volume Segmentation in Presence of Tumors.Pranjal Sahu Yiyuan Zhao Parmeet Bhatia Luca Bogoni Anna K. Jerebko Hong Qin
Rapidly Decoding Image Categories From MEG Data Using a Multivariate Short-Time FC Pattern Analysis Approach.Chunyu Liu Yi Kang Lingxi Zhang Jiacai Zhang
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images.Bo Wang Shengpei Wang Shuang Qiu Wei Wei Haibao Wang Huiguang He
Prediction of Three-Dimensional Radiotherapy Optimal Dose Distributions for Lung Cancer Patients With Asymmetric Network.Yan Shao Xiaoying Zhang Ge Wu Qingtao Gu Jiyong Wang Yanchen Ying Aihui Feng Guotong Xie Qing Kong Zhiyong Xu
A New Dataset for Facial Motion Analysis in Individuals With Neurological Disorders.Andrea Bandini Sia Rezaei Diego Lopez Guarin Madhura Kulkarni Derrick Lim Mark I. Boulos Lorne Zinman Yana Yunusova Babak Taati
Electrode Shifts Estimation and Adaptive Correction for Improving Robustness of sEMG-Based Recognition.Ziyou Li Xingang Zhao Guangjun Liu Bi Zhang Daohui Zhang Jianda Han
Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection.Guadalupe García-Isla Valentina D. A. Corino Luca T. Mainardi
Brain Network Analysis by Stable and Unstable EEG Components.Shengnan Liu Min Li Yukun Feng Min Zhang Mirabel Ewura Esi Acquah Sunpei Huang Jinying Chen Peng Ren
Cancelable HD-sEMG-Based Biometrics for Cross-Application Discrepant Personal Identification.Xinyu Jiang Ke Xu Xiangyu Liu Chenyun Dai David A. Clifton Edward A. Clancy Metin Akay Wei Chen
Trial-Specific Feature Performance on Single-Channel Auditory Mismatch Negativity Detection.Parisa Moghri Masoumi Hamed Sadjedi
Automatic Detection of QRS Complexes Using Dual Channels Based on U-Net and Bidirectional Long Short-Term Memory.Runnan He Yang Liu Kuanquan Wang Na Zhao Yongfeng Yuan Qince Li Henggui Zhang
Online MECG Compression Based on Incremental Tensor Decomposition for Wearable Devices.Ling Xiao Qian Zhang Kun Xie Chunxia Xiao
The Delineation of Fiducial Points for Non-Contact Radar Seismocardiogram Signals Without Concurrent ECG.Zongyang Xia Md. Mobashir Hasan Shandhi Yinghao Li Omer T. Inan Ying Zhang
Estimation and Validation of Arterial Blood Pressure Using Photoplethysmogram Morphology Features in Conjunction With Pulse Arrival Time in Large Open Databases.Seungman Yang Jangjay Sohn Saram Lee Joonnyong Lee Hee Chan Kim
Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability.Cristhyne León Guy Carrault Patrick Pladys Alain Beuchée
Validation of Inertial Sensing-Based Wearable Device for Tremor and Bradykinesia Quantification.Houde Dai Guoen Cai Zhirong Lin Zengwei Wang Qinyong Ye
A Graphical-User-Interface-Based Azimuth-Collection Method in Autonomous Auditory Localization of Real and Virtual Sound Sources.Dong Cui Yuexin Cai Guangzheng Yu
Effective Brain State Estimation During Propofol-Induced Sedation Using Advanced EEG Microstate Spectral Analysis.Yamin Li Wen Shi Zhian Liu Jing Li Qiang Wang Xiangguo Yan Zehong Cao Gang Wang
Modulation Model of the Photoplethysmography Signal for Vital Sign Extraction.Mingliang Chen Qiang Zhu Min Wu Quanzeng Wang
Optimal Force Myography Placement For Maximizing Locomotion Classification Accuracy in Transfemoral Amputees: A Pilot Study.Anoop Kant Godiyal Deepak Joshi
Framework for Personalized Real-Time Control of Hidden Temperature Variables in Therapeutic Knee Cooling.Aleksandra Rashkovska Roman Trobec
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection.Alessio Burrello Simone Benatti Kaspar Schindler Luca Benini Abbas Rahimi
Human Activity Recognition Based on Dynamic Active Learning.Haixia Bi Miquel Perelló-Nieto Raúl Santos-Rodríguez Peter A. Flach
A Data-Driven Approach to Transfer Function Analysis for Superior Discriminative Power: Optimized Assessment of Dynamic Cerebral Autoregulation.Jia Liu Zhen-Ni Guo David Simpson Pandeng Zhang Chang Liu Jia-Ning Song Xinyi Leng Yi Yang
Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic.Nan Ji Ting Xiang Paolo Bonato Nigel H. Lovell Sze-Yuan Ooi David A. Clifton Metin Akay Xiao-Rong Ding Bryan P. Yan Vincent C. T. Mok Dimitrios I. Fotiadis Yuan-Ting Zhang
Volume 25, Number 3, March 2021
Chengqian Lu Min Zeng Fuhao Zhang Fang-Xiang Wu Min Li Jianxin Wang
Multi-Label Fusion Collaborative Matrix Factorization for Predicting LncRNA-Disease Associations.Ming-Ming Gao Zhen Cui Ying-Lian Gao Juan Wang Jin-Xing Liu
A Pathway Analysis Approach Using Petri Net.Fatemeh Mansoori Maseud Rahgozar Kaveh Kavousi
A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process.Prosanta Gope Youcef Gheraibia Sohag Kabir Biplab Sikdar
StoCast: Stochastic Disease Forecasting With Progression Uncertainty. Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test.Andrew P. Creagh Cedric Simillion Alan K. Bourke Alf Scotland Florian Lipsmeier Corrado Bernasconi Johan van Beek Mike Baker Christian Gossens Michael Lindemann Maarten De Vos
Predicting Discharge Destination of Critically Ill Patients Using Machine Learning.Zahra Shakeri Hossein Abad David M. Maslove Joon Lee
Disease Prediction via Graph Neural Networks.Zhenchao Sun Hongzhi Yin Hongxu Chen Tong Chen Lizhen Cui Fan Yang
Deep Anatomical Context Feature Learning for Cephalometric Landmark Detection.Kanghan Oh Il-Seok Oh Van Nhat Thang Le Dae-Woo Lee
Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks.Michal Byra Katarzyna Dobruch-Sobczak Ziemowit Klimonda Hanna Piotrzkowska-Wróblewska Jerzy Litniewski
Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome.Elyas Sabeti Joshua Drews Narathip Reamaroon Elisa Warner Michael W. Sjoding Jonathan Gryak Kayvan Najarian
Deep Reinforcement Learning for Weakly-Supervised Lymph Node Segmentation in CT Images. 3D Context-Aware Convolutional Neural Network for False Positive Reduction in Clustered Microcalcifications Detection.Jian Zheng Haotian Sun Shandong Wu Ke Jiang Yunsong Peng Xiaodong Yang Fan Zhang Ming Li
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study.Lingwei Meng Di Dong Xin Chen Mengjie Fang Rongpin Wang Jing Li Zaiyi Liu Jie Tian
Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models.Mohanad Alkhodari Herbert F. Jelinek Naoufel Werghi Leontios J. Hadjileontiadis Ahsan H. Khandoker
HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation.Zhengrong Luo Zhongdao Jia Zhimin Yuan Jialin Peng
Divergence-Free Fitting-Based Incompressible Deformation Quantification of Liver.Tianyu Fu Jingfan Fan Dingkun Liu Hong Song Chaoyi Zhang Danni Ai Zhigang Cheng Ping Liang Jian Yang
Prediction of Alzheimer's Disease Progression with Multi-Information Generative Adversarial Network.Yan Zhao Baoqiang Ma Pengbo Jiang Debin Zeng Xuetong Wang Shuyu Li
A New Force Myography-Based Approach for Continuous Estimation of Knee Joint Angle in Lower Limb Amputees and Able-Bodied Subjects.Amit Kumar Anoop Kant Godiyal Pradeep Joshi Deepak Joshi
Rhythm-Dependent Multilayer Brain Network for the Detection of Driving Fatigue.Wei-Dong Dang Zhongke Gao Dongmei Lv Xinlin Sun Chichao Cheng
Augmenting Neuromuscular Disease Detection Using Optimally Parameterized Weighted Visibility Graph.Rohit Bose Kaniska Samanta Sudip Modak Soumya Chatterjee
Towards User-Friendly Wearable Platforms for Monitoring Unconstrained Indoor and Outdoor Activities.Ahmad Rezaei Mahta Khoshnam Carlo Menon
PCA-Based Multi-Wavelength Photoplethysmography Algorithm for Cuffless Blood Pressure Measurement on Elderly Subjects.Jing Liu Shirong Qiu Ningqi Luo Sze-Kei Lau Hui Yu Timothy Kwok Yuan-Ting Zhang Ni Zhao
Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks.Ryan S. McGinnis Ellen W. McGinnis Christopher J. Petrillo Jonathan Ferri Jordyn Scism Matthew Price
Quantifying Spatial Activation Patterns of Motor Units in Finger Extensor Muscles.Xinyu Jiang Haoran Ren Ke Xu Xinming Ye Chenyun Dai Edward A. Clancy Yuan-Ting Zhang Wei Chen
Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor.Md. Mobashir Hasan Shandhi William H. Bartlett James Alex Heller Mozziyar Etemadi Aaron J. Young Thomas Plötz Omer T. Inan
Adaptive Body Area Networks Using Kinematics and Biosignals.Ali Moin Arno Thielens Álvaro Araujo Alberto L. Sangiovanni-Vincentelli Jan M. Rabaey
Machine Learning Model for Computational Tracking and Forecasting the COVID-19 Dynamic Propagation.Daiana Caroline dos Santos Gomes Ginalber Luiz de Oliveira Serra
Volume 25, Number 2, February 2021
Monay Mokhtar Shoushan Bersain Alexander Reyes Aldo Mejia Rodriguez Jo Woon Chong
Automatically Assessing Quality of Online Health Articles.Fariha Afsana Muhammad Ashad Kabir Naeemul Hassan Manoranjan Paul
Sleep Staging Using Plausibility Score: A Novel Feature Selection Method Based on Metric Learning.Tao Zhang Zhonghui Jiang Dan Li Xiao Wei Bing Guo Wu Huang Guobiao Xu
"Automatic Ingestion Monitor Version 2" - A Novel Wearable Device for Automatic Food Intake Detection and Passive Capture of Food Images.Abul Barkat Mollah Sayeed Ud Doulah Tonmoy Ghosh Delwar Hossain Masudul H. Imtiaz Edward Sazonov
Behavioral Differences Between Subject Groups Identified Using Smart Homes and Change Point Detection.Gina Sprint Diane J. Cook Roschelle Fritz
Doppler Radar for the Extraction of Biomechanical Parameters in Gait Analysis.Ann-Kathrin Seifert Martin Grimmer Abdelhak M. Zoubir
Toward a Fully Automated Artificial Pancreas System Using a Bioinspired Reinforcement Learning Design: In Silico Validation.Seunghyun Lee Jiwon Kim Sung Woon Park Sang-Man Jin Sung-Min Park
MI-UNet: Multi-Inputs UNet Incorporating Brain Parcellation for Stroke Lesion Segmentation From T1-Weighted Magnetic Resonance Images.Yue Zhang Jiong Wu Yilong Liu Yifan Chen Ed X. Wu Xiaoying Tang
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract.Shuai Wang Yang Cong Hancan Zhu Xianyi Chen Liangqiong Qu Huijie Fan Qiang Zhang Mingxia Liu
Discriminative Feature Network Based on a Hierarchical Attention Mechanism for Semantic Hippocampus Segmentation.Jiali Shi Rong Zhang Lijun Guo Linlin Gao Huifang Ma Jianhua Wang
Upper Esophageal Sphincter Opening Segmentation With Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation.Yassin Khalifa Cara Donohue James L. Coyle Ervin Sejdic
Altered Time-Frequency Feature in Default Mode Network of Autism Based on Improved Hilbert-Huang Transform.Han Zhang Rui Li Xiaotong Wen Qing Li Xia Wu
Automatic Eyeblink Artifact Removal From EEG Signal Using Wavelet Transform With Heuristically Optimized Threshold.Souvik Phadikar Nidul Sinha Rajdeep Ghosh
Sleeve for Knee Angle Monitoring: An IMU-POF Sensor Fusion System.Laura Susana Vargas-Valencia Felipe B. A. Schneider Arnaldo G. Leal-Junior Pablo Caicedo-Rodríguez Wilson Alexander Sierra Arévalo Luis Eduardo Rodríguez Cheu Teodiano Freire Bastos Filho Anselmo Frizera-Neto
Emotion Recognition From Multi-Channel EEG via Deep Forest.Juan Cheng Meiyao Chen Chang Li Yu Liu Rencheng Song Aiping Liu Xun Chen
COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network.Yifan Jiang Han Chen Murray H. Loew Hanseok Ko
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019.Zhang Li Jiehua Zhang Tao Tan Xichao Teng Xiaoliang Sun Hong Zhao Lihong Liu Yang Xiao Byungjae Lee Yilong Li Qianni Zhang Shujiao Sun Yushan Zheng Junyu Yan Ni Li Yiyu Hong Junsu Ko Hyun Jung Yanling Liu Yu-cheng Chen Ching-wei Wang Vladimir Yurovskiy Pavel Maevskikh Vahid Khanagha Yi Jiang Li Yu Zhihong Liu Daiqiang Li Peter J. Schüffler Qifeng Yu Hui Chen Yuling Tang Geert Litjens
Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma.Sebastian Stenman Dmitrii Bychkov Hakan Kücükel Nina Linder Caj Haglund Johanna Arola Johan Lundin
Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology.Romain Mormont Pierre Geurts Raphaël Marée
Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency.Amal Lahiani Irina Klaman Nassir Navab Shadi Albarqouni Eldad Klaiman
Towards Automatic Protein Co-Expression Quantification in Immunohistochemical TMA Slides.Leslie Solorzano Carla Pereira Diana Martins Raquel Almeida Fátima Carneiro Gabriela M. Almeida Carla Oliveira Carolina Wählby
Quantitative Whole Slide Assessment of Tumor-Infiltrating CD8-Positive Lymphocytes in ER-Positive Breast Cancer in Relation to Clinical Outcome.Daniëlle Krijgsman Marinus B. van Leeuwen John van der Ven Vanda Almeida Ruud Vlutters David Halter Peter J. K. Kuppen Cornelis J. H. van de Velde Reinhold Wimberger-Friedl
Deep Learning With Conformal Prediction for Hierarchical Analysis of Large-Scale Whole-Slide Tissue Images.Hakan Wieslander Philip J. Harrison Gabriel Skogberg Sonya Jackson Hakan Fridén Johan Karlsson Ola Spjuth Carolina Wählby
Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images.Haijun Lei Shaomin Liu Ahmed Elazab Xuehao Gong Baiying Lei
Unsupervised Tumor Characterization via Conditional Generative Adversarial Networks.Quoc Dang Vu Kyungeun Kim Jin Tae Kwak
Stain Standardization Capsule for Application-Driven Histopathological Image Normalization.Yushan Zheng Zhiguo Jiang Haopeng Zhang Fengying Xie Dingyi Hu Shujiao Sun Jun Shi Chenghai Xue
Measuring Domain Shift for Deep Learning in Histopathology.Karin Stacke Gabriel Eilertsen Jonas Unger Claes Lundström
Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks.Pietro Antonio Cicalese Aryan Mobiny Zahed Shahmoradi Xiongfeng Yi Chandra Mohan Hien Van Nguyen
The Effect of Quality Control on Accuracy of Digital Pathology Image Analysis.Alexander I. Wright Catriona M. Dunn Michael Hale Gordon Hutchins Darren E. Treanor
Editorial Computational Pathology.Francesco Ciompi Mitko Veta Jeroen van der Laak Nasir M. Rajpoot
Volume 25, Number 1, January 2021
Rasheed el-Bouri David W. Eyre Peter J. Watkinson Tingting Zhu David A. Clifton
Characterization of Spatio-Temporal Cardiac Action Potential Variability at Baseline and Under $\beta$-Adrenergic Stimulation by Combined Unscented Kalman Filter and Double Greedy Dimension Reduction.David Adolfo Sampedro-Puente Fabien Raphel Jesus Fernandez-Bes Pablo Laguna Damiano Lombardi Esther Pueyo
Association Mining to Identify Microbe Drug Interactions Based on Heterogeneous Network Embedding Representation. WGRCMF: A Weighted Graph Regularized Collaborative Matrix Factorization Method for Predicting Novel LncRNA-Disease Associations.Jin-Xing Liu Zhen Cui Ying-Lian Gao Xiang-Zhen Kong
SCCLRR: A Robust Computational Method for Accurate Clustering Single Cell RNA-Seq Data.Wei Zhang Yuanyuan Li Xiufen Zou
Blood Pressure States Transition Inference Based on Multi-State Markov Model.Jingmei Yang Feng Liu Boyu Wang Chao-Yang Chen Timothy Church Lee Dukes Jeffrey O. Smith
Prediction of Mild Cognitive Impairment Using Movement Complexity. Early Detection of Alzheimer's Disease with Blood Plasma Proteins Using Support Vector Machines.Chima Stanley Eke Emmanuel Jammeh Xinzhong Li Camille Carroll Stephen Pearson Emmanuel C. Ifeachor
Multi-Scale Time-Series Kernel-Based Learning Method for Brain Disease Diagnosis.Zehua Zhang Jiaqi Ding Junhai Xu Jijun Tang Fei Guo
Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories.Guangyi Zhang Reza A. Ashrafi Anne Juuti Kirsi Pietiläinen Pekka Marttinen
Classification of Opioid Usage Through Semi-Supervised Learning for Total Joint Replacement Patients.Sujee Lee Shujing Wei Veronica White Philip A. Bain Christine Baker Jingshan Li
3D Camera and Pulse Oximeter for Respiratory Events Detection.Carmina Reyes-Coronel Christoph Wiesmeyr Heinrich Garn Bernhard Kohn Markus Wimmer Magdalena Mandl Martin Glos Thomas Penzel Gerhard Klösch Andrijana Stefanic-Kejik Marion Böck Eugenijus Kaniusas Stefan Seidel
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance.Chunlei Tang Joseph M. Plasek Xiao Shi Meihan Wan Haohan Zhang Min-Jeoung Kang Liqin Wang Sevan M. Dulgarian Yun Xiong Jing Ma David W. Bates Li Zhou
Non-Invasive Evaluation of a Carotid Arterial Pressure Waveform Using Motion-Tolerant Ultrasound Measurements During the Valsalva Maneuver.Joohyun Seo Hae-Seung Lee Charles G. Sodini
Multifractal Alterations in Oral Sub-Epithelial Connective Tissue During Progression of Pre-Cancer and Cancer.Debaleena Nawn Sawon Pratiher Subhankar Chattoraj Debjani Chakraborty Mousumi Pal Ranjan Rashmi Paul Srimonti Dutta Jyotirmoy Chatterjee
SCNET: A Novel UGI Cancer Screening Framework Based on Semantic-Level Multimodal Data Fusion.Shuai Ding Hui Huang Zhenmin Li Xiao Liu Shanlin Yang
Learning Spatiotemporal Features for Esophageal Abnormality Detection From Endoscopic Videos.Noha M. Ghatwary Massoud Zolgharni Faraz Janan Xujiong Ye
Multi-Scale Self-Guided Attention for Medical Image Segmentation. RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology.Taimur Hassan Muhammad Usman Akram Naoufel Werghi Muhammad Noman Nazir
Three-Dimensional Multiscale Fuzzy Entropy: Validation and Application to Idiopathic Pulmonary Fibrosis.Andreia Sofia F. Gaudêncio Pedro G. Vaz Mirvana Hilal João M. R. Cardoso Guillaume Mahé Mathieu Lederlin Anne Humeau-Heurtier
Open-Source Automatic Segmentation of Ocular Structures and Biomarkers of Microbial Keratitis on Slit-Lamp Photography Images Using Deep Learning.Jessica Loo Matthias F. Kriegel Megan M. Tuohy Kyeong Hwan Kim Venkatesh Prajna Maria A. Woodward Sina Farsiu
Deep Ensemble Feature Network for Gastric Section Classification.Ting-Hsuan Lin Jyun-Yao Jhang Chun-Rong Huang Yu-Ching Tsai Hsiu-Chi Cheng Bor-Shyang Sheu
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses.David Ahmedt-Aristizabal Tharindu Fernando Simon Denman Jonathan Edward Robinson Sridha Sridharan Patrick J. Johnston Kristin R. Laurens Clinton Fookes
Adaptive Stimulation Profiles Modulation for Foot Drop Correction Using Functional Electrical Stimulation: A Proof of Concept Study.Yurong Li Xu Yang Yuezhu Zhou Jun Chen Min Du Yuan Yang
EMG Signal Filtering Based on Variational Mode Decomposition and Sub-Band Thresholding.Shihan Ma Bo Lv Chuang Lin Xinjun Sheng Xiangyang Zhu
Reversible Biosignal Steganography Approach for Authenticating Biosignals Using Extended Binary Golay Code.Mohammad Saidur Rahman Ibrahim Khalil Xun Yi
A Data Driven End-to-End Approach for In-the-Wild Monitoring of Eating Behavior Using Smartwatches.Konstantinos Kyritsis Christos Diou Anastasios Delopoulos
An Adaptive Kalman Filter Bank for ECG Denoising. IMU-Based Gait Normalcy Index Calculation for Clinical Evaluation of Impaired Gait.