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TITB - volume 23 - 2019 论文列表
点击这里查看 IEEE Journal of Biomedical and Health Informatics 的JCR分区、影响因子等信息
Volume 23, Number 6, November 2019
Graph-Based Hub Gene Selection Technique Using Protein Interaction Information: Application to Sample Classification.

Pratik Dutta Sriparna Saha Saurabh Gulati

Computational Prediction of Human Disease- Associated circRNAs Based on Manifold Regularization Learning Framework.

Qiu Xiao Jiawei Luo Jianhua Dai

The Effect of Mirroring Display of Virtual Reality Tour of the Operating Theatre on Preoperative Anxiety: A Randomized Controlled Trial.

Jin-Woo Park Francis Sahngun Nahm Jin-Hee Kim Young-Tae Jeon Jung-Hee Ryu Sung-Hee Han

An Ensemble Model With Clustering Assumption for Warfarin Dose Prediction in Chinese Patients.

Yanyun Tao Yenming J. Chen Ling Xue Cheng Xie Bin Jiang Yuzhen Zhang

A Dual Mode Adaptive Basal-Bolus Advisor Based on Reinforcement Learning.

Qingnan Sun Marko V. Jankovic João Budzinski Brett L. Moore Peter Diem Christoph Stettler Stavroula G. Mougiakakou

Identification of Drug-Side Effect Association via Semisupervised Model and Multiple Kernel Learning.

Yijie Ding Jijun Tang Fei Guo

Secure Similar Patients Query on Encrypted Genomic Data.

Md Safiur Rahman Mahdi Md Momin Al Aziz Dima Alhadidi Noman Mohammed

Measuring Oxygen Saturation With Smartphone Cameras Using Convolutional Neural Networks.

Xinyi Ding Damoun Nassehi Eric C. Larson

Estimating Sit-to-Stand Dynamics Using a Single Depth Camera.

Robert Peter Matthew Sarah Seko Jeannie Bailey Ruzena Bajcsy Jeffrey C. Lotz

Understanding Patients' Behavior: Vision-Based Analysis of Seizure Disorders.

David Ahmedt-Aristizabal Simon Denman Kien Nguyen Sridha Sridharan Sasha Dionisio Clinton Fookes

Quantifying Brain [18F]FDG Uptake Noninvasively by Combining Medical Health Records and Dynamic PET Imaging Data.

Elisa Roccia Arthur Mikhno R. Todd Ogden J. John Mann Andrew F. Laine Elsa D. Angelini Francesca Zanderigo

Patch-Based Adaptive Background Subtraction for Vascular Enhancement in X-Ray Cineangiograms.

Shuang Song Alejandro F. Frangi Jian Yang Danni Ai Chenbing Du Yong Huang Hong Song Luosha Zhang Yechen Han Yongtian Wang

Automatic Graph-Based Modeling of Brain Microvessels Captured With Two-Photon Microscopy.

Rafat Damseh Philippe Pouliot Louis Gagnon Sava Sakadzic David A. Boas Farida Cheriet Frederic Lesage

Patient-Specific Prediction of Abdominal Aortic Aneurysm Expansion Using Bayesian Calibration.

Liangliang Zhang Zhenxiang Jiang Jongeun Choi Chae Young Lim Tapabrata Maiti Seungik Baek

Classification and Quantification of Emphysema Using a Multi-Scale Residual Network.

Liying Peng Yen-Wei Chen Lanfen Lin Hongjie Hu Huali Li Qingqing Chen Xiaoli Ling Dan Wang Xianhua Han Yutaro Iwamoto

Identifying Brain Networks at Multiple Time Scales via Deep Recurrent Neural Network.

Yan Cui Shijie Zhao Han Wang Li Xie Yaowu Chen Junwei Han Lei Guo Fan Zhou Tianming Liu

Lower Limb Motion Estimation Using Ultrasound Imaging: A Framework for Assistive Device Control.

Mohammad Hassan Jahanandish Nicholas P. Fey Kenneth Hoyt

Functional Brain Network Estimation With Time Series Self-Scrubbing.

Weikai Li Lishan Qiao Limei Zhang Zhengxia Wang Dinggang Shen

Moving-Tolerant Augmented Reality Surgical Navigation System Using Autostereoscopic Three-Dimensional Image Overlay.

Cong Ma Guowen Chen Xinran Zhang Guochen Ning Hongen Liao

Optimizing Prediction Model for a Noninvasive Brain-Computer Interface Platform Using Channel Selection, Classification, and Regression.

Soheil Borhani Justin Kilmarx David Saffo Lucien Ng Reza Abiri Xiaopeng Zhao

Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition.

Siyuan Chen Julien Epps

Modeling of Heart Rate Variability and Respiratory Muscle Activity in Organophosphate Poisoned Patients.

Maria Bernarda Salazar-Sánchez Alher Mauricio Hernández Miguel Angel Mañanas César Cortés Daza

Human Emotion Characterization by Heart Rate Variability Analysis Guided by Respiration.

Maria Teresa Valderas Juan Bolea Michele Orini Pablo Laguna Carlos Orrite Montserrat Vallverdú Raquel Bailón

Deep Convolutional Neural Networks for Heart Sound Segmentation.

Francesco Renna Jorge Oliveira Miguel T. Coimbra

Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity.

Marcelo A. Colominas Vincent Wens Alison Mary Nicolas Coquelet Mohamad El Sayed Hussein Jomaa Nisrine Jrad Anne Humeau-Heurtier Patrick Van Bogaert

Brain Dynamics Induced by Pleasant/Unpleasant Tactile Stimuli Conveyed by Different Fabrics.

Alberto Greco Andrea Guidi Matteo Bianchi Antonio Lanatà Gaetano Valenza Enzo Pasquale Scilingo

Non-Invasive Detection of Mechanical Alternans Utilizing Photoplethysmography.

Tudor Besleaga Sveeta Badiani Guy Lloyd Nicola Toschi Antonio Canichella Andreas Demosthenous Pier David Lambiase Michele Orini

Heart Rate and Heart Rate Variability From Single-Channel Video and ICA Integration of Multiple Signals.

Riccardo Favilla Veronica Chiara Zuccalà Giuseppe Coppini

Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate.

Carolina Varon Jesús Lázaro Juan Bolea Alberto Hernando Jordi Aguiló Eduardo Gil Sabine Van Huffel Raquel Bailón

Bidirectional Recurrent Auto-Encoder for Photoplethysmogram Denoising.

Joonnyong Lee Sukkyu Sun Seung Man Yang Jang Jay Sohn Jonghyun Park Saram Lee Hee Chan Kim

Performance Analysis of Gyroscope and Accelerometer Sensors for Seismocardiography-Based Wearable Pre-Ejection Period Estimation.

Md. Mobashir Hasan Shandhi Beren Semiz Sinan Hersek Nazli Goller Farrokh Ayazi Omer T. Inan

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks.

Tom Van Steenkiste Willemijn Groenendaal Dirk Deschrijver Tom Dhaene

A Novel Whole Spectrum-Based Non-Invasive Screening Device for Neonatal Hyperbilirubinemia.

Animesh Halder Samir Kumar Pal Mukut Banerjee Soumendra Singh Aniruddha Adhikari Probir Kumar Sarkar Arnab Madhab Bhattacharya Prantar Chakrabarti Debasis Bhattacharyya Asim Kumar Mallick

Assessment of Signal Processing Methods for Measuring the Respiratory Rate in the Neonatal Intensive Care Unit.

João Jorge Mauricio Villarroel Sitthichok Chaichulee Gabrielle Green Kenny McCormick Lionel Tarassenko

Modeling Wrist Micromovements to Measure In-Meal Eating Behavior From Inertial Sensor Data.

Konstantinos Kyritsis Christos Diou Anastasios Delopoulos

Postoperative Pain Assessment Model Based on Pulse Contour Characteristics Analysis.

Hyeon Seok Seok Byung-Moon Choi Gyu-Jeong Noh Hangsik Shin

From Emotions to Mood Disorders: A Survey on Gait Analysis Methodology.

Fani Deligianni Yao Guo Guang-Zhong Yang

Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood.

Ellen W. McGinnis Steven P. Anderau Jessica Hruschak Reed D. Gurchiek Nestor L. Lopez-Duran Kate Fitzgerald Katherine L. Rosenblum Maria Muzik Ryan S. McGinnis

Deep Sequential Models for Suicidal Ideation From Multiple Source Data.

Ignacio Peis Pablo M. Olmos Constanza Vera-Varela María Luisa Barrigón Philippe Courtet Enrique Baca-García Antonio Artés-Rodríguez

A Flexible Wearable Device for Measurement of Cardiac, Electrodermal, and Motion Parameters in Mental Healthcare Applications.

Bruno Miguel Gil Rosa Guang-Zhong Yang

Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble.

Xiaowei Zhang Jian Shen Zia Ud Din Jinyong Liu Gang Wang Bin Hu

Classification of Perceived Mental Stress Using A Commercially Available EEG Headband.

Aamir Arsalan Muhammad Majid Amna Rauf Butt Syed Muhammad Anwar

Assessment of e-Social Activity in Psychiatric Patients.

Pablo Bonilla-Escribano David Ramírez Alba Sedano-Capdevila Juan José Campaña-Montes Enrique Baca-García Philippe Courtet Antonio Artés-Rodríguez

Guest Editorial: Special Issue on Pervasive Sensing and Machine Learning for Mental Health.

Benny P. L. Lo Y. Zhang Omer T. Inan Joshua Ellul

Exploring Active Learning Based on Representativeness and Uncertainty for Biomedical Data Classification.

Rafael Staiger Bressan Guilherme Camargo Pedro Henrique Bugatti Priscila Tiemi Maeda Saito

Classifying Biomedical Figures by Modality via Multi-Label Learning.

Athanasios Lagopoulos Nikolaos Kapraras Vasileios Amanatiadis Anestis Fachantidis Grigorios Tsoumakas

Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories.

Paulo H. Oliveira Lucas C. Scabora Mirela T. Cazzolato Willian D. Oliveira Rafael S. Paixão Agma J. M. Traina Caetano Traina

Deep Endoscopic Visual Measurements.

Dimitrios K. Iakovidis George Dimas Alexandros Karargyris Federico Bianchi Gastone Ciuti Anastasios Koulaouzidis

Guest Editorial Small Things and Big Data: Controversies and Challenges in Digital Healthcare.

Panagiotis D. Bamidis Stathis Th. Konstantinidis Pedro Pereira Rodrigues Sameer K. Antani Daniela Giordano

Volume 23, Number 5, September 2019
Risk Prediction Model for Late Life Depression: Development and Validation on Three Large European Datasets.

Luca Cattelani Martino Belvederi Murri Federico Chesani Lorenzo Chiari Stefania Bandinelli Pierpaolo Palumbo

Microsimulation Model Using Christiana Care Early Warning System (CEWS) to Evaluate Physiological Deterioration.

Bin Li Shengfan Zhang Stephen Hoover Ryan Arnold Muge Capan

A Projection Neural Network for Identifying Copy Number Variants.

Majid Mohammadi Amin Mansoori

Improving Health Care Management Through Persistent Homology of Time-Varying Variability of Emergency Department Patient Flow.

Maël Dugast Guillaume Bouleux Olivier Mory Eric Marcon

Using Lexical Chains to Identify Text Difficulty: A Corpus Statistics and Classification Study.

Partha Mukherjee Gondy Leroy David Kauchak

Mining Directional Drug Interaction Effects on Myopathy Using the FAERS Database.

Danai Chasioti Xiaohui Yao Pengyue Zhang Samuel Lerner Sara K. Quinney Xia Ning Lang Li Li Shen

Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery.

Sara Santiso Gonzáles Alicia Pérez Arantza Casillas

Efficient Mining Template of Predictive Temporal Clinical Event Patterns From Patient Electronic Medical Records.

Jianqiang Li Xiyue Tan Xi Xu Fei Wang

Design of a Clinical Decision Support System for Predicting Erectile Dysfunction in Men Using NHIRD Dataset.

Yung-Fu Chen Chih-Sheng Lin Chun-Fu Hong Dah-Jye Lee Changming Sun Hsuan-Hung Lin

Adversarial MACE Prediction After Acute Coronary Syndrome Using Electronic Health Records.

Zhengxing Huang Wei Dong

Label-Efficient Breast Cancer Histopathological Image Classification.

Qi Qi Yanlong Li Jitian Wang Han Zheng Yue Huang Xinghao Ding Gustavo Kunde Rohde

Hippocampus Analysis by Combination of 3-D DenseNet and Shapes for Alzheimer's Disease Diagnosis.

Ruoxuan Cui Manhua Liu

Large-Scale Multi-Class Image-Based Cell Classification With Deep Learning.

Nan Meng Edmund Y. Lam Kevin K. Tsia Hayden Kwok-Hay So

3-D Convolutional Neural Networks for Automatic Detection of Pulmonary Nodules in Chest CT.

Aria Pezeshk Sardar Hamidian Nicholas Petrick Berkman Sahiner

Radiogenomics for Precision Medicine With a Big Data Analytics Perspective.

Andreas S. Panayides Marios S. Pattichis Stephanos Leandrou Costas Pitris Anastasia Constantinidou Constantinos S. Pattichis

Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing.

Shikha Chaganti Louise A. Mawn Hakmook Kang Josephine Egan Susan M. Resnick Lori Beason-Held Bennett A. Landman Thomas A. Lasko

Intuitionistic Center-Free FCM Clustering for MR Brain Image Segmentation.

Xiangzhi Bai Yuxuan Zhang Haonan Liu Yingfan Wang

Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph.

Xuhua Ren Tingting Li Xiujun Yang Shuai Wang Sahar Ahmad Lei Xiang Shaun Richard Stone Lihong Li Yiqiang Zhan Dinggang Shen Qian Wang

Gait Evaluation Using Procrustes and Euclidean Distance Matrix Analysis.

Arif Reza Anwary Hongnian Yu Michael Vassallo

Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces.

Berdakh Abibullaev Amin Zollanvari

Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control.

Jason W. Robertson Kevin B. Englehart Erik J. Scheme

A Bayesian Multiple Kernel Learning Algorithm for SSVEP BCI Detection.

Vangelis P. Oikonomou Spiros Nikolopoulos Ioannis Kompatsiaris

A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation.

Griet Goovaerts Sibasankar Padhy Bert Vandenberk Carolina Varon Rik Willems Sabine Van Huffel

Multifractal Analysis of Uterine Electromyography Signals for the Assessment of Progression of Pregnancy in Term Conditions.

Punitha Namadurai Vardhini Padmanabhan Ramakrishnan Swaminathan

Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography.

Magda Rafols-de-Urquia Luis Estrada Josep Estevez-Piorno Leonardo Sarlabous Raimon Jané Abel Torres

Technology Development for Simultaneous Wearable Monitoring of Cerebral Hemodynamics and Blood Pressure.

Quan Zhang Ning Zhang Lei Kang Gang Hu Xiangguo Yan Xiaorong Ding Qizhi Fu Yuan-Ting Zhang Ni Zhao Junfeng Gao Gary E. Strangman

Photoplethysmographic Waveform Versus Heart Rate Variability to Identify Low-Stress States: Attention Test.

Maria Dolores Peláez-Coca María Teresa Lozano Albalate Alberto Hernando Sanz Montserrat Aiger Eduardo Gil

A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL).

Houtan Jebelli Mohammad Mahdi Khalili SangHyun Lee

Wearable Motion-Based Heart Rate at Rest: A Workplace Evaluation.

Javier Hernandez Daniel J. McDuff Karen S. Quigley Pattie Maes Rosalind W. Picard

Efficient Brain Tumor Segmentation With Multiscale Two-Pathway-Group Conventional Neural Networks.

Muhammad Imran Razzak Muhammad Imran Guandong Xu

Neurocognitive Assessment in Virtual Reality Through Behavioral Response Analysis.

Hawkar Oagaz Breawn Schoun Manpreet Pooji Min-Hyung Choi

A Hybrid Feature Selection Method Based on Binary State Transition Algorithm and ReliefF.

Zhaoke Huang Chunhua Yang Xiaojun Zhou Tingwen Huang

Toward Emotionally Adaptive Virtual Reality for Mental Health Applications.

Sergi Bermúdez i Badia Luis Velez Quintero Mónica S. Cameirão Alice Chirico Stefano Triberti Pietro Cipresso Andrea Gaggioli

A Smartphone Application for Automated Decision Support in Cognitive Task Based Evaluation of Central Nervous System Motor Disorders.

Andrius Lauraitis Rytis Maskeliunas Robertas Damasevicius Dawid Polap Marcin Wozniak

Guest Editorial: Interactive Virtual Environments for Neuroscience.

Victor Hugo C. de Albuquerque Joel J. P. C. Rodrigues Pedro Pedrosa Rebouças Filho Jaime Lloret Mauri Mohsen Guizani

Investigating the Correlation of Ktrans With Semi-Quantitative MRI Parameters Towards More Robust and Reproducible Perfusion Imaging Biomarkers in Three Cancer Types.

Georgios S. Ioannidis Thomas G. Maris Katerina Nikiforaki Apostolos Karantanas Kostas Marias

A Framework Linking Glycolytic Metabolic Capabilities and Tumor Dynamics.

Eleftheria Tzamali Georgios Tzedakis Vangelis Sakkalis

Investigating the Role of Model-Based and Model-Free Imaging Biomarkers as Early Predictors of Neoadjuvant Breast Cancer Therapy Outcome.

Eleftherios Kontopodis Maria Venianaki Georgios C. Manikis Katerina Nikiforaki Ovidio Salvetti Efrosini Papadaki Georgios Z. Papadakis Apostolos Karantanas Kostas Marias

Neural Networks for Deep Radiotherapy Dose Analysis and Prediction of Liver SBRT Outcomes.

Bulat Ibragimov Diego A. S. Toesca Yixuan Yuan Albert C. Koong Daniel T. Chang Lei Xing

Guest Editorial: Biomedical Informatics Across the Cancer Continuum.

Manolis Tsiknakis Norbert M. Graf Kostas Stamatopoulos Anca I. D. Bucur

Volume 23, Number 4, July 2019
HerGePred: Heterogeneous Network Embedding Representation for Disease Gene Prediction.

Kuo Yang Ruyu Wang Guangming Liu Zixin Shu Ning Wang Runshun Zhang Jian Yu Jianxin Chen Xiaodong Li Xuezhong Zhou

A Machine Learning Framework for Automatic and Continuous MMN Detection With Preliminary Results for Coma Outcome Prediction.

Narges Armanfard Majid Komeili James P. Reilly John F. Connolly

Kinematic and Kinetic Validation of an Improved Depth Camera Motion Assessment System Using Rigid Bodies.

Robert Peter Matthew Sarah Seko Ruzena Bajcsy Jeffrey C. Lotz

Glycemic Control of People With Type 1 Diabetes Based on Probabilistic Constraints.

Souransu Nandi Tarunraj Singh

An Analytical Framework for TJR Readmission Prediction and Cost-Effective Intervention.

Hyo-Kyung Lee Rebecca Jin Yuan Feng Philip A. Bain Jo Goffinet Christine Baker Jingshan Li

Anonymity Preserving and Lightweight Multimedical Server Authentication Protocol for Telecare Medical Information System.

Ruhul Amin SK Hafizul Islam Prosanta Gope Kim-Kwang Raymond Choo Nachiket Tapas

Iterative Design of Visual Analytics for a Clinician-in-the-Loop Smart Home.

Alireza Ghods Kathleen Caffrey Beiyu Lin Kylie Fraga Roschelle Fritz Maureen Schmitter-Edgecombe Christopher D. Hundhausen Diane J. Cook

Robust Methods for Real-Time Diabetic Foot Ulcer Detection and Localization on Mobile Devices.

Manu Goyal Neil D. Reeves Satyan Rajbhandari Moi Hoon Yap

Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value.

Jiayue Cai Aiping Liu Taomian Mi Saurabh Garg Wade Trappe Martin J. McKeown Z. Jane Wang

Functional Connectivity Analysis of Cerebellum Using Spatially Constrained Spectral Clustering.

Vasileios C. Pezoulas Kostas Michalopoulos Manousos A. Klados Sifis Micheloyannis Nikolaos G. Bourbakis Michalis E. Zervakis

OpenCLIPER: An OpenCL-Based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices.

Federico Simmross-Wattenberg Manuel Rodríguez-Cayetano Javier Royuela-del-Val Elena Martín-González Elisa Moya-Sáez Marcos Martín-Fernández Carlos Alberola-López

Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images.

Faezeh Fallah Sven S. Walter Fabian Bamberg Bin Yang

Densely-Connected Multi-Magnification Hashing for Histopathological Image Retrieval.

Yun Gu Jie Yang

Level-Set Segmentation-Based Respiratory Volume Estimation Using a Depth Camera.

KyeongTaek Oh Cheung Soo Shin Jeongmin Kim Sun K. Yoo

Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis.

Baiying Lei Peng Yang Yinan Zhuo Feng Zhou Dong Ni Siping Chen Xiaohua Xiao Tianfu Wang

Multimodal Medical Image Fusion Based on Fuzzy Discrimination With Structural Patch Decomposition.

Yong Yang Jiahua Wu Shuying Huang Yuming Fang Pan Lin Yue Que

Towards Zero Re-Training for Long-Term Hand Gesture Recognition via Ultrasound Sensing.

Xingchen Yang Dalin Zhou Yu Zhou Youjia Huang Honghai Liu

Feasibility of Automated Mobility Assessment of Older Adults via an Instrumented Cane.

Joshua W. Wade Robert Boyles Patricia Flemming Arpan Sarkar Michael de Riesthal Thomas J. Withrow Nilanjan Sarkar

Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach.

Juan Camilo Vásquez-Correa Tomas Arias-Vergara Juan Rafael Orozco-Arroyave Björn M. Eskofier Jochen Klucken Elmar Nöth

Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks.

Akane Sano Weixuan Chen Daniel Lopez Martinez Sara Taylor Rosalind W. Picard

Finite State Machine Framework for Instantaneous Heart Rate Validation Using Wearable Photoplethysmography During Intensive Exercise.

Heewon Chung Hooseok Lee Jinseok Lee

Classifier Personalization for Activity Recognition Using Wrist Accelerometers.

Andrea Mannini Stephen S. Intille

Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks.

Sean Shensheng Xu Man-Wai Mak Chi-Chung Cheung

TussisWatch: A Smart-Phone System to Identify Cough Episodes as Early Symptoms of Chronic Obstructive Pulmonary Disease and Congestive Heart Failure.

Anthony Windmon Mona Minakshi Pratool Bharti Sriram Chellappan Marcia Johansson Bradlee A. Jenkins Ponrathi Athilingam

Modeling of Noisy Acceleration Signals From Quasi-Periodic Movements for Drift-Free Position Estimation.

Miroslav Zivanovic Nora Millor Marisol Gómez

Finger-to-Heart (F2H): Authentication for Wireless Implantable Medical Devices.

Guanglou Zheng Wencheng Yang Craig Valli Li Qiao Rajan Shankaran Mehmet A. Orgun Subhas Chandra Mukhopadhyay

Decision Support System for Seizure Onset Zone Localization Based on Channel Ranking and High-Frequency EEG Activity.

Stefan L. Sumsky Sabato Santaniello

Multiday Evaluation of Techniques for EMG-Based Classification of Hand Motions.

Asim Waris Imran Khan Niazi Mohsin Jamil Kevin B. Englehart Winnie Jensen Ernest Nlandu Kamavuako

Template-Based Statistical Modeling and Synthesis for Noise Analysis of Ballistocardiogram Signals: A Cycle-Averaged Approach.

Ahmet Ozan Bicen Daniel C. Whittingslow Omer T. Inan

Respiratory Waveform Estimation From Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis.

Ailton Siqueira Amanda Franco Spirandeli Raimes Moraes Vicente Zarzoso

Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease.

Xiaoxi Pan Mouloud Adel Caroline Fossati Thierry Gaidon Eric Guedj

Binary Classification Using Neural and Clinical Features: An Application in Fibromyalgia With Likelihood-Based Decision Level Fusion.

Didem Gökçay Aykut Eken Serdar Baltaci

Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model.

Aiying Zhang Jian Fang Faming Liang Vince D. Calhoun Yu-Ping Wang

Guest Editorial: IEEE-BIBE 2017 Special Issue "Advances on Neuro-Informatics".

Nikolaos G. Bourbakis Ioannis T. Pavlidis Assaf Harel Konstantina S. Nikita

Simultaneous Cell Detection and Classification in Bone Marrow Histology Images.

Tzu-Hsi Song Victor Sanchez Hesham EIDaly Nasir M. Rajpoot

Cell Segmentation Using a Similarity Interface With a Multi-Task Convolutional Neural Network.

Nisha Ramesh Tolga Tasdizen

Correlation-Aware Sparse and Low-Rank Constrained Multi-Task Learning for Longitudinal Analysis of Alzheimer's Disease.

Pengbo Jiang Xuetong Wang Qiongling Li Leiming Jin Shuyu Li

Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations.

Haijun Lei Zhongwei Huang Feng Zhou Ahmed El-Azab Ee-Leng Tan Hancong Li Jing Qin Baiying Lei

A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation.

Zengqiang Yan Xin Yang Kwang-Ting Cheng

Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation.

Sharath M. Shankaranarayana Keerthi Ram Kaushik Mitra Mohanasankar Sivaprakasam

Automated Layer Segmentation of Retinal Optical Coherence Tomography Images Using a Deep Feature Enhanced Structured Random Forests Classifier.

Xiaoming Liu Tianyu Fu Zhifang Pan Dong Liu Wei Hu Jun Liu Kai Zhang

Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data.

Darko Stern Christian Payer Nicola Giuliani Martin Urschler

Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images.

Jason R. Hagerty R. Joe Stanley Haidar A. Almubarak Norsang Lama Reda Kasmi Peng Guo Rhett Drugge Harold S. Rabinovitz Margaret Oliviero William V. Stoecker

Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration.

Enzo Ferrante Puneet Kumar Dokania Rafael Marini Nikos Paragios

Knowledge-Aided Convolutional Neural Network for Small Organ Segmentation.

Yu Zhao Hongwei Li Shaohua Wan Anjany Sekuboyina Xiaobin Hu Giles Tetteh Marie Piraud Bjoern H. Menze

Machine Learning in Medical Imaging.

Qian Wang Yinghuan Shi Dinggang Shen

Volume 23, Number 3, May 2019
Proposal for an eHealth Based Ecosystem Serving National Healthcare.

Eirini C. Schiza Theodoros C. Kyprianou Nicolai Petkov Christos N. Schizas

Ensemble Prediction of Synergistic Drug Combinations Incorporating Biological, Chemical, Pharmacological, and Network Knowledge.

Pingjian Ding Rui Yin Jiawei Luo Chee Keong Kwoh

PathEmb: Random Walk Based Document Embedding for Global Pathway Similarity Search.

Jiao Zhang Sam Kwong Guangming Liu Qiuzhen Lin Ka-Chun Wong

Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks.

Bo Hu Ye Tang Eric I-Chao Chang Yubo Fan Maode Lai Yan Xu

Drug Repositioning for Schizophrenia and Depression/Anxiety Disorders: A Machine Learning Approach Leveraging Expression Data.

Kai Zhao Hon-Cheong So

Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine.

Haijun Lei Yuting Wen Zhuhong You Ahmed El-Azab Ee-Leng Tan Yujia Zhao Baiying Lei

Unified Fine-Grained Access Control for Personal Health Records in Cloud Computing.

Wei Li Bonnie M. Liu Dongxi Liu Ren Ping Liu Peishun Wang Shoushan Luo Wei Ni

Remote Assessment of Cognitive Impairment Level Based on Serious Mobile Game Performance: An Initial Proof of Concept.

Hee-Tae Jung Jean-Francois Daneault Hyunsuk Lee Kwangwook Kim Byeongil Kim Sungji Park Taekyeong Ryu Yangsoo Kim Sunghoon Ivan Lee

A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury.

Adil Umer Jussi Mattila Hilkka Liedes Juha Koikkalainen Jyrki Lötjönen Ari Katila Janek Frantzen Virginia F. J. Newcombe Olli Tenovuo David K. Menon Mark J. van Gils

An ARIMA Model With Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia.

Jun Yang Lei Li Yimeng Shi Xiaolei Xie

Novel Data Imputation for Multiple Types of Missing Data in Intensive Care Units.

Janani Venugopalan Nikhil Chanani Kevin O. Maher May D. Wang

Detecting Alzheimer's Disease on Small Dataset: A Knowledge Transfer Perspective.

Wei Li Yifei Zhao Xi Chen Yang Xiao Yuanyuan Qin

Dynamic Quantification of Migrainous Thermal Facial Patterns - A Pilot Study.

Ioannis T. Pavlidis Ivan Garza Panagiotis Tsiamyrtzis Malcolm Dcosta Jerry W. Swanson Thomas Krouskop James A. Levine

Multitask Cascade Convolution Neural Networks for Automatic Thyroid Nodule Detection and Recognition.

Wenfeng Song Shuai Li Ji Liu Hong Qin Bo Zhang Shuyang Zhang Aimin Hao

Weakly Supervised Biomedical Image Segmentation by Reiterative Learning.

Qiaokang Liang Yang Nan Gianmarc Coppola Kunglin Zou Wei Sun Dan Zhang Yaonan Wang Guanzhen Yu

Accurate Pelvis and Femur Segmentation in Hip CT With a Novel Patch-Based Refinement.

Yong Chang Yongfeng Yuan Changyong Guo Yadong Wang Yuanzhi Cheng Shinichi Tamura

Pattern Classification for Gastrointestinal Stromal Tumors by Integration of Radiomics and Deep Convolutional Features.

Zhenyuan Ning Jiaxiu Luo Yong Li Shuai Han Qianjin Feng Yikai Xu Wufan Chen Tao Chen Yu Zhang

Groupwise Multichannel Image Registration.

Jean-Marie Guyader Wyke Huizinga Valerio Fortunati Dirk H. J. Poot Jifke F. Veenland Margarethus M. Paulides Wiro J. Niessen Stefan Klein

Development of Novel Hearing Aids by Using Image Recognition Technology.

Bor-Shing Lin Ching-Feng Liu Chih-Jen Cheng Jhi-Joung Wang Chengyu Liu Jianqing Li Bor-Shyh Lin

RACE-Net: A Recurrent Neural Network for Biomedical Image Segmentation.

Arunava Chakravarty Jayanthi Sivaswamy

An Optical Fiber-Based Data-Driven Method for Human Skin Temperature 3-D Mapping.

Weixing Liu Dagong Jia Jing Zhao Hongxia Zhang Tiegen Liu Yimo Zhang Ye Sun

MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection.

Jun Shi Zheng Li Shihui Ying Chaofeng Wang Qingping Liu Qi Zhang Pingkun Yan

Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation.

Clément Zotti Zhiming Luo Alain Lalande Pierre-Marc Jodoin

Anatomical Structure Segmentation in Ultrasound Volumes Using Cross Frame Belief Propagating Iterative Random Walks.

Debarghya China Alfredo Illanes Prabal Poudel Michael Friebe Pabitra Mitra Debdoot Sheet

A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer.

Catarina Barata M. Emre Celebi Jorge S. Marques

Depth-Camera-Based System for Estimating Energy Expenditure of Physical Activities in Gyms.

Bor-Shing Lin Li-Ying Wang Yi-Ting Hwang Pei-Ying Chiang Wei-Jen Chou

Analysis and Quantification of Repetitive Motion in Long-Term Rehabilitation.

Loreen Pogrzeba Thomas Neumann Markus Wacker Bernhard Jung

Sleep Apnea Detection Based on Rician Modeling of Feature Variation in Multiband EEG Signal.

Arnab Bhattacharjee Suvasish Saha Shaikh Anowarul Fattah Wei-Ping Zhu M. Omair Ahmad

Effects of Percutaneous Transluminal Angioplasty of Superficial Femoral Artery on Photoplethysmographic Pulse Transit Times.

Mikko Peltokangas Velipekka Suominen Damir Vakhitov Janne Korhonen Jarmo Verho Ville M. Mattila Pekka Romsi Jukka Lekkala Antti Vehkaoja Niku Oksala

Quantification of Ventricular Repolarization Variation for Sudden Cardiac Death Risk Stratification in Atrial Fibrillation.

Alba Martín-Yebra Pablo Laguna Iwona Cygankiewicz Antoni Bayés de Luna Enrico G. Caiani Juan Pablo Martínez

Changes in Daily Measures of Blood Pressure and Heart Rate Improve Weight-Based Detection of Heart Failure Deterioration in Patients on Telemonitoring.

Rohan Joshi Illapha Cuba Gyllensten

Automatic Detection of Aortic Valve Opening Using Seismocardiography in Healthy Individuals.

Tilendra Choudhary L. N. Sharma Manas Kamal Bhuyan

Ensemble Learning Approach via Kalman Filtering for a Passive Wearable Respiratory Monitor.

Sayandeep Acharya William M. Mongan Ilhaan Rasheed Yuqiao Liu Endla Anday Geneviève Dion Adam K. Fontecchio Timothy P. Kurzweg Kapil R. Dandekar

Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy-Based Features From Single-Lead ECG Signal.

Asghar Zarei Babak Mohammadzadeh Asl

An Adaptive, Data-Driven Personalized Advisor for Increasing Physical Activity.

Zhiguo Li Subhro Das James V. Codella Tian Hao Kun Lin Chandramouli Maduri Ching-Hua Chen

An Artificial Neural Network Framework for Gait-Based Biometrics.

Yingnan Sun Benny Lo

Improving Prediction Performance Using Hierarchical Analysis of Real-Time Data: A Sepsis Case Study.

Franco van Wyk Anahita Khojandi Rishikesan Kamaleswaran

Cloud Deployment of High-Resolution Medical Image Analysis With TOMAAT.

Fausto Milletari Johann Frei Moustafa AboulAtta Gerome Vivar Seyed-Ahmad Ahmadi

A Lightweight Multi-Section CNN for Lung Nodule Classification and Malignancy Estimation.

Pranjal Sahu Dantong Yu Mallesham Dasari Fei Hou Hong Qin

Gaussian Processes for Personalized Interpretable Volatility Metrics in the Step-Down Ward.

Glen Wright Colopy Stephen J. Roberts David A. Clifton

Direct Segmentation-Based Full Quantification for Left Ventricle via Deep Multi-Task Regression Learning Network.

Xiuquan Du Renjun Tang Susu Yin Yanping Zhang Shuo Li

Intra-Slice Motion Correction of Intravascular OCT Images Using Deep Features.

Atefeh Abdolmanafi Luc Duong Nagib Dahdah Farida Cheriet

Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation.

Eleftherios Trivizakis Georgios C. Manikis Katerina Nikiforaki Konstantinos Drevelegas Manos Constantinides Antonios Drevelegas Kostas Marias

Guest Editorial: AI Enabled Connected Health Informatics.

Shuayb Zarar Georgia D. Tourassi Chris D. Nugent

Deep Learning: Current and Emerging Applications in Medicine and Technology.

Altug Akay Henry Hess

Volume 23, Number 2, March 2019
Automatic Analysis of Food Intake and Meal Microstructure Based on Continuous Weight Measurements.

Vasileios Papapanagiotou Christos Diou Ioannis Ioakimidis Per Södersten Anastasios Delopoulos

Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings.

Gonzalo C. Gutiérrez-Tobal Daniel Álvarez Andrea Crespo Félix del Campo Roberto Hornero

DDC-Outlier: Preventing Medication Errors Using Unsupervised Learning.

Henrique D. P. dos Santos Ana Helena D. P. S. Ulbrich Vinicius Woloszyn Renata Vieira

Toward a Model for Personal Health Record Interoperability.

Alex Roehrs Cristiano André da Costa Rodrigo da Rosa Righi Sandro José Rigo Matheus Henrique Wichman

Improving Patient Safety and Clinician Workflow in the General Care Setting With Enhanced Surveillance Monitoring.

Susan P. McGrath Irina M. Perreard Melissa D. Garland Kelli A. Converse Todd A. MacKenzie

A Two-Stage Model to Predict Surgical Patients' Lengths of Stay From an Electronic Patient Database.

Ashwani Kumar Hamideh Anjomshoa

Early Detection of Mild Cognitive Impairment With In-Home Monitoring Sensor Technologies Using Functional Measures: A Systematic Review.

Maxime Lussier Monica Lavoie Sylvain Giroux Charles Consel Manon Guay Joël Macoir Carol Hudon Dominique Lorrain Lise Talbot Francis Langlois Hélène Pigot Nathalie Bier

A Review of Obstructive Sleep Apnea Detection Approaches.

Fábio Mendonça Sheikh Shanawaz Mostafa Antonio G. Ravelo-García Fernando Morgado Dias Thomas Penzel

Speckle Tracking of Tendon Displacement in the Carpal Tunnel: Improved Quantification Using Singular Value Decomposition.

Raja Sekhar Bandaru Stefanie Evers Ruud W. Selles Andrew R. Thoreson Peter C. Amadio Steven E. Hovius Johan G. Bosch

Deep Convolutional Hashing for Low-Dimensional Binary Embedding of Histopathological Images.

Manish Sapkota Xiaoshuang Shi Fuyong Xing Lin Yang

Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time.

Ahmad Chaddad Paul Daniel Christian Desrosiers Matthew Toews Bassam Abdulkarim

Automated Region of Interest Detection Method in Scintigraphic Glomerular Filtration Rate Estimation.

Xiujuan Zheng Wentao Wei Qiu Huang Shaoli Song Gang Huang

Learning to Detect Blue-White Structures in Dermoscopy Images With Weak Supervision.

Ali Madooei Mark S. Drew Hossein Hajimirsadeghi

Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration.

Lun Gong Cheng Zhang Luwen Duan Xueying Du Hanqiu Liu Xinjian Chen Jian Zheng

A Novel Multistandard Compliant Hand Function Assessment Method Using an Infrared Imaging Device.

Qiang Fang Seedahmed S. Mahmoud Xudong Gu Jianming Fu

Extraction and Automatic Grouping of Joint and Individual Sources in Multisubject fMRI Data Using Higher Order Cumulants.

Mansooreh Pakravan Mohammad Bagher Shamsollahi

Empirical Mode Decomposition and Monogenic Signal-Based Approach for Quantification of Myocardial Infarction From MR Images.

Thi-Thao Tran Van-Truong Pham Chen Lin Hui-Wen Yang Yung-Hung Wang Kuo-Kai Shyu Wen-Yih Isaac Tseng Mao-Yuan Marine Su Lian-Yu Lin Men-Tzung Lo

Local Motion Intensity Clustering (LMIC) Model for Segmentation of Right Ventricle in Cardiac MRI Images.

Zengzhi Guo Wenjun Tan Lu Wang Lisheng Xu Xinhui Wang Benqiang Yang Yudong Yao

Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks.

Marios Anthimopoulos Stergios Christodoulidis Lukas Ebner Thomas Geiser Andreas Christe Stavroula G. Mougiakakou

Quantitative Assessment for Self-Tracking of Acute Stress Based on Triangulation Principle in a Wearable Sensor System.

Wanqing Wu Sandeep Pirbhulal Heye Zhang Subhas Chandra Mukhopadhyay

Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN.

Munkhjargal Gochoo Tan-Hsu Tan Shing-Hong Liu Fu-Rong Jean Fady S. Alnajjar Shih-Chia Huang

Modeling and Quantification of Impact of Psychological Factors on Rehabilitation of Stroke Patients.

Zhiqin Qian Dongyuan Lv Ying Lv Zhuming Bi

A Novel Blaschke Unwinding Adaptive-Fourier-Decomposition-Based Signal Compression Algorithm With Application on ECG Signals.

Chunyu Tan Liming Zhang Hau-Tieng Wu

Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis.

Yissel Rodriguez Aldana Borbála Hunyadi Enrique Juan Marañón Reyes Valia Rodriguez Rodriguez Sabine Van Huffel

Prediction of Adverse Glycemic Events From Continuous Glucose Monitoring Signal.

Matteo Gadaleta Andrea Facchinetti Enrico Grisan Michele Rossi

Adaptive Sojourn Time HSMM for Heart Sound Segmentation.

Jorge Oliveira Francesco Renna Theofrastos Mantadelis Miguel T. Coimbra

Sparse Group Representation Model for Motor Imagery EEG Classification.

Yong Jiao Yu Zhang Xun Chen Erwei Yin Jing Jin Xingyu Wang Andrzej Cichocki

Noncontact In-Bed Measurements of Physiological and Behavioral Signals Using an Integrated Fabric-Sheet Sensing Scheme.

Mayuko Takano Akinori Ueno

Automatic Screening of Sleep Apnea Patients Based on the SpO2 Signal.

Margot Deviaene Dries Testelmans Bertien Buyse Pascal Borzée Sabine Van Huffel Carolina Varon

The Use of a Finger-Worn Accelerometer for Monitoring of Hand Use in Ambulatory Settings.

Xin Liu Smita Rajan Nathan Ramasarma Paolo Bonato Sunghoon Ivan Lee

An Improved Skin Lesion Matching Scheme in Total Body Photography.

Konstantin Korotkov Josep Quintana Ricard Campos America Jesus-Silva Pablo Iglesias Susana Puig Josep Malvehy Rafael García

Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features.

Jeremy Kawahara Ghassan Hamarneh

Biologically Inspired QuadTree Color Detection in Dermoscopy Images of Melanoma.

Sahar Sabbaghi Mahmouei Mohammad Aldeen William V. Stoecker Rahil Garnavi

Statistical Detection of Colors in Dermoscopic Images With a Texton-Based Estimation of Probabilities.

Aurora Sáez Begoña Acha Amalia Serrano Carmen Serrano

DermaKNet: Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for Skin Lesion Diagnosis.

Iván González-Díaz

Seven-Point Checklist and Skin Lesion Classification Using Multitask Multimodal Neural Nets.

Jeremy Kawahara Sara Daneshvar Giuseppe Argenziano Ghassan Hamarneh

Dense Deconvolutional Network for Skin Lesion Segmentation.

Hang Li Xinzi He Feng Zhou Zhen Yu Dong Ni Siping Chen Tianfu Wang Baiying Lei

Improving Dermoscopic Image Segmentation With Enhanced Convolutional-Deconvolutional Networks.

Yading Yuan Yeh-Chi Lo

Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images.

Mostafa Jahanifar Neda Zamani Tajeddin Babak Mohammadzadeh Asl Ali Gooya

Accurate Segmentation and Registration of Skin Lesion Images to Evaluate Lesion Change.

Fulgencio Navarro Fajardo Marcos Escudero-Viñolo Jesús Bescós

Active Contours Based Segmentation and Lesion Periphery Analysis for Characterization of Skin Lesions in Dermoscopy Images.

Farhan Riaz Sidra Naeem Raheel Nawaz Miguel T. Coimbra

SDI+: A Novel Algorithm for Segmenting Dermoscopic Images.

Mario Rosario Guarracino Lucia Maddalena

Guest Editorial Skin Lesion Image Analysis for Melanoma Detection.

M. Emre Celebi Noel Codella Allan Halpern Dinggang Shen

Dermoscopy Image Analysis: Overview and Future Directions.

M. Emre Celebi Noel Codella Allan Halpern

Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings.

Elena Smets Walter De Raedt Chris Van Hoof

Volume 23, Number 1, January 2019
Cell Segmentation Based on FOPSO Combined With Shape Information Improved Intuitionistic FCM.

Xiangzhi Bai Chuxiong Sun Changming Sun

A New Unsupervised Approach for Segmenting and Counting Cells in High-Throughput Microscopy Image Sets.

Daniel Riccio Nadia Brancati Maria Frucci Diego Gragnaniello

Inferring MicroRNA Targets Based on Restricted Boltzmann Machines.

Ying Liu Jiawei Luo Pingjian Ding

Multiple-Criteria Decision Analysis-Based Multifactor Dimensionality Reduction for Detecting Gene-Gene Interactions.

Cheng-Hong Yang Yu-Da Lin Li-Yeh Chuang

Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome.

Narathip Reamaroon Michael W. Sjoding Kaiwen Lin Theodore J. Iwashyna Kayvan Najarian

Evolutionary Ensemble Learning Algorithm to Modeling of Warfarin Dose Prediction for Chinese.

Yanyun Tao Yenming J. Chen Xiangyu Fu Bin Jiang Yuzhen Zhang

Personalized Adaptive CBR Bolus Recommender System for Type 1 Diabetes.

Ferran Torrent-Fontbona Beatriz López

An Enhanced Device-Transparent Real-Time Teleconsultation Environment for Radiologists.

Christos Andrikos Georgios Rassias Panayiotis Tsanakas Ilias Maglogiannis

Band-Limited Stokes Large Deformation Diffeomorphic Metric Mapping.

Monica Hernandez

SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection.

Chi Liu Yue Huang John A. Ozolek Matthew G. Hanna Rajendra Singh Gustavo K. Rohde

Identifying Resting-State Multifrequency Biomarkers via Tree-Guided Group Sparse Learning for Schizophrenia Classification.

Jiashuang Huang Qi Zhu Xiaoke Hao Xiaomeng Shi Shuzhan Gao Xijia Xu Daoqiang Zhang

Sequential Emboli Detection From Ultrasound Outpatient Data.

Blaise Kevin Guepie Matthieu Martin Victor Lacrosaz Marilys Almar Benoit Guibert Philippe Delachartre

Improved False Positive Reduction by Novel Morphological Features for Computer-Aided Polyp Detection in CT Colonography.

Yacheng Ren Jingchen Ma Junfeng Xiong Yi Chen Lin Lu Jun Zhao

Deep Learning for Fall Detection: Three-Dimensional CNN Combined With LSTM on Video Kinematic Data.

Na Lu Yidan Wu Li Feng Jinbo Song

Virtual M-Mode for Echocardiography: A New Approach for the Segmentation of the Anterior Mitral Leaflet.

Malik Saad Sultan Nelson Martins Eva Costa Diana Veiga Manuel João Ferreira Sandra da Silva Mattos Miguel Tavares Coimbra

Segmentation of Intra-Retinal Cysts From Optical Coherence Tomography Images Using a Fully Convolutional Neural Network Model.

G. N. Girish Bibhash Thakur Sohini Roychowdhury Abhishek R. Kothari Jeny Rajan

Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy.

Dehui Xiang Geng Chen Fei Shi Weifang Zhu Qinghuai Liu Songtao Yuan Xinjian Chen

Segmentation of Retinal Cysts From Optical Coherence Tomography Volumes Via Selective Enhancement.

Karthik Gopinath Jayanthi Sivaswamy

Speckle Removal Using Diffusion Potential for Optical Coherence Tomography Images.

Angshuman Paul Dipti Prasad Mukherjee Scott T. Acton

Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks.

Yibiao Rong Dehui Xiang Weifang Zhu Kai Yu Fei Shi Zhun Fan Xinjian Chen

Three-Dimensional Feature-Enhanced Network for Automatic Femur Segmentation.

Fang Chen Jia Liu Zhe Zhao Mingyu Zhu Hongen Liao

Kidney Detection in 3-D Ultrasound Imagery via Shape-to-Volume Registration Based on Spatially Aligned Neural Network.

Mahdi Marsousi Konstantinos N. Plataniotis Stergios Stergiopoulos

Kalman Smoothing for Objective and Automatic Preprocessing of Glucose Data.

Odd M. Staal Steinar Saelid Anders Lyngvi Fougner Øyvind Stavdahl

A Noncontact Breathing Disorder Recognition System Using 2.4-GHz Digital-IF Doppler Radar.

Heng Zhao Hong Hong Dongyu Miao Yusheng Li Haitao Zhang Yingming Zhang Changzhi Li Xiaohua Zhu

Physical Activity Classification for Elderly People in Free-Living Conditions.

Muhammad Awais Lorenzo Chiari Espen Alexander Fürst Ihlen Jorunn L. Helbostad Luca Palmerini

Robust Detection of Audio-Cough Events Using Local Hu Moments.

Jesus Monge-Alvarez Carlos Hoyos-Barcelo Paul Lesso Pablo Casaseca-de-la-Higuera

Sliding Trend Fuzzy Approximate Entropy as a Novel Descriptor of Heart Rate Variability in Obstructive Sleep Apnea.

Yifan Li Weifeng Pan Kunyang Li Qing Jiang Guanzheng Liu

Deception Decreases Brain Complexity.

Junfeng Gao Jian Song Yong Yang Shun Yao Jinan Guan Huifang Si Hui Zhou Sheng Ge Pan Lin

Electrode Density Affects the Robustness of Myoelectric Pattern Recognition System With and Without Electrode Shift.

Jiayuan He Xinjun Sheng Xiangyang Zhu Ning Jiang

Hierarchical Algorithms for Causality Retrieval in Atrial Fibrillation Intracavitary Electrograms.

David Luengo Gonzalo Rios-Muñoz Victor Elvira Carlos Sánchez Antonio Artés-Rodríguez

Autonomic Nervous System Measurement in Hyperbaric Environments Using ECG and PPG Signals.

Alberto Hernando Maria Dolores Peláez-Coca María Teresa Lozano Montserrat Aiger David Izquierdo Alberto Sanchez Maria Isabel Lopez-Jurado Ignacio Moura Joaquin Fidalgo Jesús Lázaro Eduardo Gil

Fast QRS Detection and ECG Compression Based on Signal Structural Analysis.

Antoni Burguera

A Multi Rate Marginalized Particle Extended Kalman Filter for P and T Wave Segmentation in ECG Signals.

Hamed Danandeh Hesar Maryam Mohebbi

Optimizing Autoencoders for Learning Deep Representations From Health Data.

Chongyu Zhou Yao Jia Mehul Motani

Normalizing Spontaneous Reports Into MedDRA: Some Experiments With MagiCoder.

Carlo Combi Margherita Zorzi Gabriele Pozzani Elena Arzenton Ugo Moretti

A Multi-View Deep Learning Framework for EEG Seizure Detection.

Ye Yuan Guangxu Xun Kebin Jia Aidong Zhang

Guest Editorial on the Special Issue on Informatics on Biomedical Data Learning, Reasoning, and Representation.

Tamer Kahveci Giuseppe Pozzi Amarda Shehu May Dongmei Wang

A Hierarchical Bayesian Model for Personalized Survival Predictions.

Alexis Bellot Mihaela van der Schaar

Blood Triglyceride Monitoring With Smartphone as Electrochemical Analyzer for Cardiovascular Disease Prevention.

Jian Wang Xiwei Huang Shi-Yang Tang Gong Ming Shi Xing Ma Jinhong Guo

PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform.

Jacob R. Sutton Ruhi Mahajan Oguz Akbilgic Rishikesan Kamaleswaran

Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care.

Tingting Zhu Marco A. F. Pimentel Gari D. Clifford David A. Clifton

Data-Driven Predictive Models of Diffuse Low-Grade Gliomas Under Chemotherapy.

Mériem Ben Abdallah Marie Blonski Sophie Wantz-Mézières Yann Gaudeau Luc Taillandier Jean-Marie Moureaux Amelie Darlix Nicolas Menjot de Champfleur Hugues Duffau

Revealing Clusters of Connected Pathways Through Multisource Data Integration in Huntington's Disease and Spastic Ataxia.

Andrea C. Kakouri Christiana C. Christodoulou Margarita Zachariou Anastasis Oulas George Minadakis Christiana A. Demetriou Christina Votsi Eleni Zamba-Papanicolaou Kyproula Christodoulou George M. Spyrou

A Network-Based Perspective in Alzheimer's Disease: Current State and an Integrative Framework.

Andrei Dragomir Aristidis G. Vrahatis Anastasios Bezerianos

Guest Editorial on the Special Issue on Integrating Informatics and Technology for Precision Medicine.

Constantinos S. Pattichis Constantinos Pitris Jie Liang Yuan-Ting Zhang

Position Paper Computational Cardiology.

Lambros S. Athanasiou Farhad Rikhtegar Nezami Elazer R. Edelman