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ORCIDIEEE Journal of Biomedical and Health Informatics, Volume 23
Volume 23, Number 1, January 2019
- Lambros S. Athanasiou
, Farhad Rikhtegar Nezami, Elazer R. Edelman:
Position Paper Computational Cardiology. 4-11 - Constantinos S. Pattichis, Constantinos Pitris, Jie Liang, Yuan-Ting Zhang:
Guest Editorial on the Special Issue on Integrating Informatics and Technology for Precision Medicine. 12-13 - Andrei Dragomir, Aristidis G. Vrahatis, Anastasios Bezerianos:
A Network-Based Perspective in Alzheimer's Disease: Current State and an Integrative Framework. 14-25 - 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:
Revealing Clusters of Connected Pathways Through Multisource Data Integration in Huntington's Disease and Spastic Ataxia. 26-37 - Mériem Ben Abdallah, Marie Blonski, Sophie Wantz-Mézières, Yann Gaudeau, Luc Taillandier, Jean-Marie Moureaux, Amelie Darlix, Nicolas Menjot de Champfleur, Hugues Duffau:
Data-Driven Predictive Models of Diffuse Low-Grade Gliomas Under Chemotherapy. 38-46 - Tingting Zhu, Marco A. F. Pimentel, Gari D. Clifford, David A. Clifton:
Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care. 47-58 - Jacob R. Sutton, Ruhi Mahajan, Oguz Akbilgic, Rishikesan Kamaleswaran:
PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform. 59-65 - Jian Wang, Xiwei Huang, Shi-Yang Tang, Gong Ming Shi, Xing Ma, Jinhong Guo:
Blood Triglyceride Monitoring With Smartphone as Electrochemical Analyzer for Cardiovascular Disease Prevention. 66-71 - Alexis Bellot, Mihaela van der Schaar:
A Hierarchical Bayesian Model for Personalized Survival Predictions. 72-80 - Tamer Kahveci, Giuseppe Pozzi, Amarda Shehu, May Dongmei Wang:
Guest Editorial on the Special Issue on Informatics on Biomedical Data Learning, Reasoning, and Representation. 81-82 - Ye Yuan, Guangxu Xun, Kebin Jia, Aidong Zhang:
A Multi-View Deep Learning Framework for EEG Seizure Detection. 83-94 - Carlo Combi, Margherita Zorzi, Gabriele Pozzani, Elena Arzenton, Ugo Moretti:
Normalizing Spontaneous Reports Into MedDRA: Some Experiments With MagiCoder. 95-102 - Chongyu Zhou, Yao Jia, Mehul Motani:
Optimizing Autoencoders for Learning Deep Representations From Health Data. 103-111 - Hamed Danandeh Hesar, Maryam Mohebbi:
A Multi Rate Marginalized Particle Extended Kalman Filter for P and T Wave Segmentation in ECG Signals. 112-122 - Antoni Burguera:
Fast QRS Detection and ECG Compression Based on Signal Structural Analysis. 123-131 - 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:
Autonomic Nervous System Measurement in Hyperbaric Environments Using ECG and PPG Signals. 132-142 - David Luengo, Gonzalo Rios-Muñoz, Victor Elvira, Carlos Sánchez, Antonio Artés-Rodríguez:
Hierarchical Algorithms for Causality Retrieval in Atrial Fibrillation Intracavitary Electrograms. 143-155 - Jiayuan He, Xinjun Sheng, Xiangyang Zhu, Ning Jiang:
Electrode Density Affects the Robustness of Myoelectric Pattern Recognition System With and Without Electrode Shift. 156-163 - Junfeng Gao, Jian Song, Yong Yang, Shun Yao, Jinan Guan, Huifang Si, Hui Zhou, Sheng Ge, Pan Lin:
Deception Decreases Brain Complexity. 164-174 - Yifan Li, Weifeng Pan, Kunyang Li, Qing Jiang, Guanzheng Liu:
Sliding Trend Fuzzy Approximate Entropy as a Novel Descriptor of Heart Rate Variability in Obstructive Sleep Apnea. 175-183 - Jesus Monge-Alvarez, Carlos Hoyos-Barcelo, Paul Lesso, Pablo Casaseca-de-la-Higuera:
Robust Detection of Audio-Cough Events Using Local Hu Moments. 184-196 - Muhammad Awais, Lorenzo Chiari, Espen Alexander Fürst Ihlen, Jorunn L. Helbostad, Luca Palmerini:
Physical Activity Classification for Elderly People in Free-Living Conditions. 197-207 - Heng Zhao, Hong Hong, Dongyu Miao, Yusheng Li, Haitao Zhang, Yingming Zhang, Changzhi Li, Xiaohua Zhu:
A Noncontact Breathing Disorder Recognition System Using 2.4-GHz Digital-IF Doppler Radar. 208-217 - Odd M. Staal, Steinar Saelid, Anders Lyngvi Fougner, Øyvind Stavdahl:
Kalman Smoothing for Objective and Automatic Preprocessing of Glucose Data. 218-226 - Mahdi Marsousi, Konstantinos N. Plataniotis, Stergios Stergiopoulos:
Kidney Detection in 3-D Ultrasound Imagery via Shape-to-Volume Registration Based on Spatially Aligned Neural Network. 227-242 - Fang Chen, Jia Liu, Zhe Zhao, Mingyu Zhu, Hongen Liao:
Three-Dimensional Feature-Enhanced Network for Automatic Femur Segmentation. 243-252 - Yibiao Rong, Dehui Xiang, Weifang Zhu, Kai Yu, Fei Shi, Zhun Fan, Xinjian Chen:
Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks. 253-263 - Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton:
Speckle Removal Using Diffusion Potential for Optical Coherence Tomography Images. 264-272 - Karthik Gopinath, Jayanthi Sivaswamy:
Segmentation of Retinal Cysts From Optical Coherence Tomography Volumes Via Selective Enhancement. 273-282 - Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Qinghuai Liu, Songtao Yuan, Xinjian Chen:
Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy. 283-295 - G. N. Girish, Bibhash Thakur, Sohini Roychowdhury, Abhishek R. Kothari, Jeny Rajan:
Segmentation of Intra-Retinal Cysts From Optical Coherence Tomography Images Using a Fully Convolutional Neural Network Model. 296-304 - Malik Saad Sultan, Nelson Martins, Eva Costa, Diana Veiga, Manuel João Ferreira, Sandra da Silva Mattos, Miguel Tavares Coimbra:
Virtual M-Mode for Echocardiography: A New Approach for the Segmentation of the Anterior Mitral Leaflet. 305-313 - Na Lu, Yidan Wu, Li Feng, Jinbo Song:
Deep Learning for Fall Detection: Three-Dimensional CNN Combined With LSTM on Video Kinematic Data. 314-323 - Yacheng Ren, Jingchen Ma, Junfeng Xiong, Yi Chen, Lin Lu, Jun Zhao:
Improved False Positive Reduction by Novel Morphological Features for Computer-Aided Polyp Detection in CT Colonography. 324-333 - Blaise Kévin Guépié, Matthieu Martin, Victor Lacrosaz, Marilys Almar, Benoit Guibert, Philippe Delachartre:
Sequential Emboli Detection From Ultrasound Outpatient Data. 334-341 - Jiashuang Huang, Qi Zhu, Xiaoke Hao, Xiaomeng Shi, Shuzhan Gao, Xijia Xu, Daoqiang Zhang:
Identifying Resting-State Multifrequency Biomarkers via Tree-Guided Group Sparse Learning for Schizophrenia Classification. 342-350 - Chi Liu, Yue Huang, John A. Ozolek, Matthew G. Hanna, Rajendra Singh, Gustavo K. Rohde:
SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection. 351-361 - Monica Hernandez:
Band-Limited Stokes Large Deformation Diffeomorphic Metric Mapping. 362-373 - Christos Andrikos, Georgios Rassias, Panayiotis Tsanakas, Ilias Maglogiannis:
An Enhanced Device-Transparent Real-Time Teleconsultation Environment for Radiologists. 374-386 - Ferran Torrent-Fontbona, Beatriz López:
Personalized Adaptive CBR Bolus Recommender System for Type 1 Diabetes. 387-394 - Yanyun Tao, Yenming J. Chen, Xiangyu Fu, Bin Jiang, Yuzhen Zhang:
Evolutionary Ensemble Learning Algorithm to Modeling of Warfarin Dose Prediction for Chinese. 395-406 - Narathip Reamaroon, Michael W. Sjoding, Kaiwen Lin, Theodore J. Iwashyna, Kayvan Najarian:
Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome. 407-415 - Cheng-Hong Yang, Yu-Da Lin, Li-Yeh Chuang:
Multiple-Criteria Decision Analysis-Based Multifactor Dimensionality Reduction for Detecting Gene-Gene Interactions. 416-426 - Ying Liu, Jiawei Luo, Pingjian Ding:
Inferring MicroRNA Targets Based on Restricted Boltzmann Machines. 427-436 - Daniel Riccio, Nadia Brancati, Maria Frucci, Diego Gragnaniello:
A New Unsupervised Approach for Segmenting and Counting Cells in High-Throughput Microscopy Image Sets. 437-448 - Xiangzhi Bai, Chuxiong Sun, Changming Sun:
Cell Segmentation Based on FOPSO Combined With Shape Information Improved Intuitionistic FCM. 449-459
Volume 23, Number 2, March 2019
- Elena Smets, Walter De Raedt, Chris Van Hoof:
Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings. 463-473 - M. Emre Celebi, Noel Codella, Allan Halpern:
Dermoscopy Image Analysis: Overview and Future Directions. 474-478 - M. Emre Celebi, Noel Codella, Allan Halpern, Dinggang Shen:
Guest Editorial Skin Lesion Image Analysis for Melanoma Detection. 479-480 - Mario Rosario Guarracino, Lucia Maddalena:
SDI+: A Novel Algorithm for Segmenting Dermoscopic Images. 481-488 - Farhan Riaz, Sidra Naeem, Raheel Nawaz, Miguel T. Coimbra:
Active Contours Based Segmentation and Lesion Periphery Analysis for Characterization of Skin Lesions in Dermoscopy Images. 489-500 - Fulgencio Navarro Fajardo, Marcos Escudero-Viñolo, Jesús Bescós:
Accurate Segmentation and Registration of Skin Lesion Images to Evaluate Lesion Change. 501-508 - Mostafa Jahanifar, Neda Zamani Tajeddin, Babak Mohammadzadeh Asl, Ali Gooya:
Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images. 509-518 - Yading Yuan, Yeh-Chi Lo:
Improving Dermoscopic Image Segmentation With Enhanced Convolutional-Deconvolutional Networks. 519-526 - Hang Li, Xinzi He, Feng Zhou, Zhen Yu, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei:
Dense Deconvolutional Network for Skin Lesion Segmentation. 527-537 - Jeremy Kawahara, Sara Daneshvar, Giuseppe Argenziano, Ghassan Hamarneh:
Seven-Point Checklist and Skin Lesion Classification Using Multitask Multimodal Neural Nets. 538-546 - Iván González-Díaz:
DermaKNet: Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for Skin Lesion Diagnosis. 547-559 - Aurora Sáez, Begoña Acha, Amalia Serrano, Carmen Serrano:
Statistical Detection of Colors in Dermoscopic Images With a Texton-Based Estimation of Probabilities. 560-569 - Sahar Sabbaghi Mahmouei, Mohammad Aldeen, William V. Stoecker, Rahil Garnavi:
Biologically Inspired QuadTree Color Detection in Dermoscopy Images of Melanoma. 570-577 - Jeremy Kawahara, Ghassan Hamarneh:
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features. 578-585 - Konstantin Korotkov, Josep Quintana, Ricard Campos, America Jesus-Silva, Pablo Iglesias, Susana Puig, Josep Malvehy, Rafael García:
An Improved Skin Lesion Matching Scheme in Total Body Photography. 586-598 - Xin Liu, Smita Rajan, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee:
The Use of a Finger-Worn Accelerometer for Monitoring of Hand Use in Ambulatory Settings. 599-606 - Margot Deviaene, Dries Testelmans, Bertien Buyse, Pascal Borzée, Sabine Van Huffel, Carolina Varon:
Automatic Screening of Sleep Apnea Patients Based on the SpO2 Signal. 607-617 - Mayuko Takano, Akinori Ueno:
Noncontact In-Bed Measurements of Physiological and Behavioral Signals Using an Integrated Fabric-Sheet Sensing Scheme. 618-630 - Yong Jiao, Yu Zhang, Xun Chen, Erwei Yin, Jing Jin, Xingyu Wang, Andrzej Cichocki:
Sparse Group Representation Model for Motor Imagery EEG Classification. 631-641 - Jorge Oliveira, Francesco Renna, Theofrastos Mantadelis, Miguel T. Coimbra:
Adaptive Sojourn Time HSMM for Heart Sound Segmentation. 642-649 - Matteo Gadaleta, Andrea Facchinetti, Enrico Grisan, Michele Rossi:
Prediction of Adverse Glycemic Events From Continuous Glucose Monitoring Signal. 650-659 - Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel:
Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis. 660-671 - Chunyu Tan, Liming Zhang, Hau-Tieng Wu:
A Novel Blaschke Unwinding Adaptive-Fourier-Decomposition-Based Signal Compression Algorithm With Application on ECG Signals. 672-682 - Zhiqin Qian, Dongyuan Lv, Ying Lv, Zhuming Bi:
Modeling and Quantification of Impact of Psychological Factors on Rehabilitation of Stroke Patients. 683-692 - Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Fu-Rong Jean, Fady S. Alnajjar, Shih-Chia Huang:
Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN. 693-702 - Wanqing Wu, Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay:
Quantitative Assessment for Self-Tracking of Acute Stress Based on Triangulation Principle in a Wearable Sensor System. 703-713 - Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula G. Mougiakakou:
Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks. 714-722 - Zengzhi Guo, Wenjun Tan, Lu Wang, Lisheng Xu, Xinhui Wang, Benqiang Yang, Yudong Yao:
Local Motion Intensity Clustering (LMIC) Model for Segmentation of Right Ventricle in Cardiac MRI Images. 723-730 - 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:
Empirical Mode Decomposition and Monogenic Signal-Based Approach for Quantification of Myocardial Infarction From MR Images. 731-743 - Mansooreh Pakravan, Mohammad Bagher Shamsollahi:
Extraction and Automatic Grouping of Joint and Individual Sources in Multisubject fMRI Data Using Higher Order Cumulants. 744-757 - Qiang Fang, Seedahmed S. Mahmoud, Xudong Gu, Jianming Fu:
A Novel Multistandard Compliant Hand Function Assessment Method Using an Infrared Imaging Device. 758-765 - Lun Gong, Cheng Zhang, Luwen Duan, Xueying Du, Hanqiu Liu, Xinjian Chen, Jian Zheng:
Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration. 766-778 - Ali Madooei, Mark S. Drew, Hossein Hajimirsadeghi:
Learning to Detect Blue-White Structures in Dermoscopy Images With Weak Supervision. 779-786 - Xiujuan Zheng, Wentao Wei, Qiu Huang, Shaoli Song, Gang Huang:
Automated Region of Interest Detection Method in Scintigraphic Glomerular Filtration Rate Estimation. 787-794 - Ahmad Chaddad, Paul Daniel, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim:
Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time. 795-804 - Manish Sapkota, Xiaoshuang Shi, Fuyong Xing, Lin Yang:
Deep Convolutional Hashing for Low-Dimensional Binary Embedding of Histopathological Images. 805-816 - Raja Sekhar Bandaru, Stefanie Evers, Ruud W. Selles, Andrew R. Thoreson, Peter C. Amadio, Steven E. Hovius, Johan G. Bosch:
Speckle Tracking of Tendon Displacement in the Carpal Tunnel: Improved Quantification Using Singular Value Decomposition. 817-824 - Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado Dias, Thomas Penzel:
A Review of Obstructive Sleep Apnea Detection Approaches. 825-837 - Maxime Lussier, Monica Lavoie, Sylvain Giroux, Charles Consel, Manon Guay, Joël Macoir, Carol Hudon, Dominique Lorrain, Lise Talbot, Francis Langlois, Hélène Pigot, Nathalie Bier:
Early Detection of Mild Cognitive Impairment With In-Home Monitoring Sensor Technologies Using Functional Measures: A Systematic Review. 838-847 - Ashwani Kumar, Hamideh Anjomshoa:
A Two-Stage Model to Predict Surgical Patients' Lengths of Stay From an Electronic Patient Database. 848-856 - Susan P. McGrath, Irina M. Perreard, Melissa D. Garland, Kelli A. Converse, Todd A. MacKenzie:
Improving Patient Safety and Clinician Workflow in the General Care Setting With Enhanced Surveillance Monitoring. 857-866 - Alex Roehrs, Cristiano André da Costa, Rodrigo da Rosa Righi, Sandro José Rigo, Matheus Henrique Wichman:
Toward a Model for Personal Health Record Interoperability. 867-873 - Henrique D. P. dos Santos, Ana Helena D. P. S. Ulbrich, Vinicius Woloszyn, Renata Vieira:
DDC-Outlier: Preventing Medication Errors Using Unsupervised Learning. 874-881 - Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Andrea Crespo, Félix del Campo, Roberto Hornero:
Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings. 882-892 - Vasileios Papapanagiotou, Christos Diou, Ioannis Ioakimidis, Per Södersten, Anastasios Delopoulos:
Automatic Analysis of Food Intake and Meal Microstructure Based on Continuous Weight Measurements. 893-902
Volume 23, Number 3, May 2019
- Altug Akay, Henry Hess:
Deep Learning: Current and Emerging Applications in Medicine and Technology. 906-920 - Shuayb Zarar, Georgia D. Tourassi, Chris D. Nugent:
Guest Editorial: AI Enabled Connected Health Informatics. 921-922 - Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki, Konstantinos Drevelegas, Manos Constantinides, Antonios Drevelegas, Kostas Marias:
Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation. 923-930 - Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Farida Cheriet:
Intra-Slice Motion Correction of Intravascular OCT Images Using Deep Features. 931-941 - Xiuquan Du, Renjun Tang, Susu Yin, Yanping Zhang, Shuo Li:
Direct Segmentation-Based Full Quantification for Left Ventricle via Deep Multi-Task Regression Learning Network. 942-948 - Glen Wright Colopy, Stephen J. Roberts, David A. Clifton:
Gaussian Processes for Personalized Interpretable Volatility Metrics in the Step-Down Ward. 949-959 - Pranjal Sahu, Dantong Yu, Mallesham Dasari, Fei Hou, Hong Qin:
A Lightweight Multi-Section CNN for Lung Nodule Classification and Malignancy Estimation. 960-968 - Fausto Milletari, Johann Frei, Moustafa AboulAtta, Gerome Vivar, Seyed-Ahmad Ahmadi:
Cloud Deployment of High-Resolution Medical Image Analysis With TOMAAT. 969-977 - Franco van Wyk, Anahita Khojandi, Rishikesan Kamaleswaran:
Improving Prediction Performance Using Hierarchical Analysis of Real-Time Data: A Sepsis Case Study. 978-986 - Yingnan Sun, Benny Lo:
An Artificial Neural Network Framework for Gait-Based Biometrics. 987-998 - Zhiguo Li, Subhro Das, James V. Codella, Tian Hao, Kun Lin, Chandramouli Maduri, Ching-Hua Chen:
An Adaptive, Data-Driven Personalized Advisor for Increasing Physical Activity. 999-1010 - Asghar Zarei, Babak Mohammadzadeh Asl:
Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy-Based Features From Single-Lead ECG Signal. 1011-1021 - Sayandeep Acharya, William M. Mongan, Ilhaan Rasheed, Yuqiao Liu, Endla Anday, Geneviève Dion, Adam K. Fontecchio, Timothy P. Kurzweg, Kapil R. Dandekar:
Ensemble Learning Approach via Kalman Filtering for a Passive Wearable Respiratory Monitor. 1022-1031 - Tilendra Choudhary, L. N. Sharma, Manas Kamal Bhuyan:
Automatic Detection of Aortic Valve Opening Using Seismocardiography in Healthy Individuals. 1032-1040 - Rohan Joshi, Illapha Cuba Gyllensten:
Changes in Daily Measures of Blood Pressure and Heart Rate Improve Weight-Based Detection of Heart Failure Deterioration in Patients on Telemonitoring. 1041-1048 - Alba Martín-Yebra, Pablo Laguna, Iwona Cygankiewicz, Antoni Bayés de Luna, Enrico G. Caiani, Juan Pablo Martínez:
Quantification of Ventricular Repolarization Variation for Sudden Cardiac Death Risk Stratification in Atrial Fibrillation. 1049-1057 - Mikko Peltokangas, Velipekka Suominen, Damir Vakhitov, Janne Korhonen, Jarmo Verho, Ville M. Mattila, Pekka Romsi, Jukka Lekkala, Antti Vehkaoja, Niku Oksala:
Effects of Percutaneous Transluminal Angioplasty of Superficial Femoral Artery on Photoplethysmographic Pulse Transit Times. 1058-1065 - Arnab Bhattacharjee, Suvasish Saha, Shaikh Anowarul Fattah, Wei-Ping Zhu, M. Omair Ahmad:
Sleep Apnea Detection Based on Rician Modeling of Feature Variation in Multiband EEG Signal. 1066-1074 - Loreen Pogrzeba, Thomas Neumann, Markus Wacker, Bernhard Jung:
Analysis and Quantification of Repetitive Motion in Long-Term Rehabilitation. 1075-1085 - Bor-Shing Lin, Li-Ying Wang, Yi-Ting Hwang, Pei-Ying Chiang, Wei-Jen Chou:
Depth-Camera-Based System for Estimating Energy Expenditure of Physical Activities in Gyms. 1086-1095 - Catarina Barata, M. Emre Celebi, Jorge S. Marques:
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer. 1096-1109 - Debarghya China, Alfredo Illanes, Prabal Poudel, Michael Friebe, Pabitra Mitra, Debdoot Sheet:
Anatomical Structure Segmentation in Ultrasound Volumes Using Cross Frame Belief Propagating Iterative Random Walks. 1110-1118 - Clément Zotti, Zhiming Luo, Alain Lalande, Pierre-Marc Jodoin:
Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation. 1119-1128 - Jun Shi, Zheng Li, Shihui Ying, Chaofeng Wang, Qingping Liu, Qi Zhang, Pingkun Yan:
MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection. 1129-1140 - Weixing Liu, Dagong Jia, Jing Zhao, Hongxia Zhang, Tiegen Liu, Yimo Zhang, Ye Sun:
An Optical Fiber-Based Data-Driven Method for Human Skin Temperature 3-D Mapping. 1141-1150 - Arunava Chakravarty, Jayanthi Sivaswamy:
RACE-Net: A Recurrent Neural Network for Biomedical Image Segmentation. 1151-1162 - Bor-Shing Lin, Ching-Feng Liu, Chih-Jen Cheng, Jhi-Joung Wang, Chengyu Liu, Jianqing Li, Bor-Shyh Lin:
Development of Novel Hearing Aids by Using Image Recognition Technology. 1163-1170 - Jean-Marie Guyader, Wyke Huizinga, Valerio Fortunati, Dirk H. J. Poot, Jifke F. Veenland, Margarethus M. Paulides, Wiro J. Niessen, Stefan Klein:
Groupwise Multichannel Image Registration. 1171-1180 - Zhenyuan Ning, Jiaxiu Luo, Yong Li, Shuai Han, Qianjin Feng, Yikai Xu, Wufan Chen, Tao Chen, Yu Zhang:
Pattern Classification for Gastrointestinal Stromal Tumors by Integration of Radiomics and Deep Convolutional Features. 1181-1191 - Yong Chang, Yongfeng Yuan, Changyong Guo, Yadong Wang, Yuanzhi Cheng, Shinichi Tamura:
Accurate Pelvis and Femur Segmentation in Hip CT With a Novel Patch-Based Refinement. 1192-1204 - Qiaokang Liang, Yang Nan, Gianmarc Coppola, Kunglin Zou, Wei Sun, Dan Zhang, Yaonan Wang, Guanzhen Yu:
Weakly Supervised Biomedical Image Segmentation by Reiterative Learning. 1205-1214 - Wenfeng Song, Shuai Li, Ji Liu, Hong Qin, Bo Zhang, Shuyang Zhang, Aimin Hao:
Multitask Cascade Convolution Neural Networks for Automatic Thyroid Nodule Detection and Recognition. 1215-1224 - Ioannis T. Pavlidis, Ivan Garza, Panagiotis Tsiamyrtzis, Malcolm Dcosta, Jerry W. Swanson, Thomas Krouskop, James A. Levine:
Dynamic Quantification of Migrainous Thermal Facial Patterns - A Pilot Study. 1225-1233 - Wei Li, Yifei Zhao, Xi Chen, Yang Xiao, Yuanyuan Qin:
Detecting Alzheimer's Disease on Small Dataset: A Knowledge Transfer Perspective. 1234-1242 - Janani Venugopalan, Nikhil Chanani, Kevin O. Maher, May D. Wang:
Novel Data Imputation for Multiple Types of Missing Data in Intensive Care Units. 1243-1250 - Jun Yang, Lei Li, Yimeng Shi, Xiaolei Xie:
An ARIMA Model With Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia. 1251-1260 - 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:
A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury. 1261-1268 - Hee-Tae Jung, Jean-Francois Daneault, Hyunsuk Lee, Kwangwook Kim, Byeongil Kim, Sungji Park, Taekyeong Ryu, Yangsoo Kim, Sunghoon Ivan Lee:
Remote Assessment of Cognitive Impairment Level Based on Serious Mobile Game Performance: An Initial Proof of Concept. 1269-1277 - Wei Li, Bonnie M. Liu, Dongxi Liu, Ren Ping Liu, Peishun Wang, Shoushan Luo, Wei Ni:
Unified Fine-Grained Access Control for Personal Health Records in Cloud Computing. 1278-1289 - Haijun Lei, Yuting Wen, Zhuhong You, Ahmed El-Azab, Ee-Leng Tan, Yujia Zhao, Baiying Lei:
Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine. 1290-1303 - Kai Zhao, Hon-Cheong So:
Drug Repositioning for Schizophrenia and Depression/Anxiety Disorders: A Machine Learning Approach Leveraging Expression Data. 1304-1315 - Bo Hu, Ye Tang, Eric I-Chao Chang, Yubo Fan, Maode Lai, Yan Xu:
Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks. 1316-1328 - Jiao Zhang, Sam Kwong, Guangming Liu, Qiuzhen Lin, Ka-Chun Wong:
PathEmb: Random Walk Based Document Embedding for Global Pathway Similarity Search. 1329-1335 - Pingjian Ding, Rui Yin, Jiawei Luo, Chee Keong Kwoh:
Ensemble Prediction of Synergistic Drug Combinations Incorporating Biological, Chemical, Pharmacological, and Network Knowledge. 1336-1345 - Eirini C. Schiza, Theodoros C. Kyprianou, Nicolai Petkov, Christos N. Schizas:
Proposal for an eHealth Based Ecosystem Serving National Healthcare. 1346-1357
Volume 23, Number 4, July 2019
- Qian Wang, Yinghuan Shi, Dinggang Shen:
Machine Learning in Medical Imaging. 1361-1362 - Yu Zhao, Hongwei Li, Shaohua Wan, Anjany Sekuboyina, Xiaobin Hu, Giles Tetteh, Marie Piraud, Bjoern H. Menze:
Knowledge-Aided Convolutional Neural Network for Small Organ Segmentation. 1363-1373 - Enzo Ferrante, Puneet Kumar Dokania, Rafael Marini, Nikos Paragios:
Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration. 1374-1384 - Jason R. Hagerty, Ronald Joe Stanley, Haidar A. Almubarak, Norsang Lama, Reda Kasmi, Peng Guo, Rhett Drugge, Harold S. Rabinovitz, Margaret Oliviero, William V. Stoecker:
Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images. 1385-1391 - Darko Stern, Christian Payer, Nicola Giuliani, Martin Urschler:
Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data. 1392-1403 - Xiaoming Liu, Tianyu Fu, Zhifang Pan, Dong Liu, Wei Hu, Jun Liu, Kai Zhang:
Automated Layer Segmentation of Retinal Optical Coherence Tomography Images Using a Deep Feature Enhanced Structured Random Forests Classifier. 1404-1416 - Sharath M. Shankaranarayana, Keerthi Ram, Kaushik Mitra, Mohanasankar Sivaprakasam:
Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation. 1417-1426 - Zengqiang Yan, Xin Yang, Kwang-Ting Cheng:
A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation. 1427-1436 - Haijun Lei, Zhongwei Huang, Feng Zhou, Ahmed El-Azab, Ee-Leng Tan, Hancong Li, Jing Qin, Baiying Lei:
Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations. 1437-1449 - Pengbo Jiang, Xuetong Wang, Qiongling Li, Leiming Jin, Shuyu Li:
Correlation-Aware Sparse and Low-Rank Constrained Multi-Task Learning for Longitudinal Analysis of Alzheimer's Disease. 1450-1456 - Nisha Ramesh, Tolga Tasdizen:
Cell Segmentation Using a Similarity Interface With a Multi-Task Convolutional Neural Network. 1457-1468 - Tzu-Hsi Song, Victor Sanchez, Hesham EIDaly, Nasir M. Rajpoot:
Simultaneous Cell Detection and Classification in Bone Marrow Histology Images. 1469-1476 - Nikolaos G. Bourbakis, Ioannis T. Pavlidis, Assaf Harel, Konstantina S. Nikita:
Guest Editorial: IEEE-BIBE 2017 Special Issue "Advances on Neuro-Informatics". 1477-1478 - Aiying Zhang, Jian Fang, Faming Liang, Vince D. Calhoun, Yu-Ping Wang:
Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model. 1479-1489 - Didem Gökçay, Aykut Eken, Serdar Baltaci:
Binary Classification Using Neural and Clinical Features: An Application in Fibromyalgia With Likelihood-Based Decision Level Fusion. 1490-1498 - Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Eric Guedj:
Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease. 1499-1506 - Ailton Siqueira, Amanda Franco Spirandeli, Raimes Moraes, Vicente Zarzoso:
Respiratory Waveform Estimation From Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis. 1507-1515 - Ahmet Ozan Biçen, Daniel C. Whittingslow, Omer T. Inan:
Template-Based Statistical Modeling and Synthesis for Noise Analysis of Ballistocardiogram Signals: A Cycle-Averaged Approach. 1516-1525 - Asim Waris, Imran Khan Niazi, Mohsin Jamil, Kevin B. Englehart, Winnie Jensen, Ernest Nlandu Kamavuako:
Multiday Evaluation of Techniques for EMG-Based Classification of Hand Motions. 1526-1534 - Stefan L. Sumsky, Sabato Santaniello:
Decision Support System for Seizure Onset Zone Localization Based on Channel Ranking and High-Frequency EEG Activity. 1535-1545 - Guanglou Zheng, Wencheng Yang, Craig Valli, Li Qiao, Rajan Shankaran, Mehmet A. Orgun, Subhas Chandra Mukhopadhyay:
Finger-to-Heart (F2H): Authentication for Wireless Implantable Medical Devices. 1546-1557 - Miroslav Zivanovic, Nora Millor, Marisol Gómez:
Modeling of Noisy Acceleration Signals From Quasi-Periodic Movements for Drift-Free Position Estimation. 1558-1565 - Anthony Windmon, Mona Minakshi, Pratool Bharti, Sriram Chellappan, Marcia Johansson, Bradlee A. Jenkins, Ponrathi Athilingam:
TussisWatch: A Smart-Phone System to Identify Cough Episodes as Early Symptoms of Chronic Obstructive Pulmonary Disease and Congestive Heart Failure. 1566-1573 - Sean Shensheng Xu, Man-Wai Mak, Chi-Chung Cheung:
Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks. 1574-1584 - Andrea Mannini, Stephen S. Intille:
Classifier Personalization for Activity Recognition Using Wrist Accelerometers. 1585-1594 - Heewon Chung, Hooseok Lee, Jinseok Lee:
Finite State Machine Framework for Instantaneous Heart Rate Validation Using Wearable Photoplethysmography During Intensive Exercise. 1595-1606 - Akane Sano, Weixuan Chen, Daniel Lopez Martinez, Sara Taylor, Rosalind W. Picard:
Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks. 1607-1617 - Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Jochen Klucken, Elmar Nöth:
Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach. 1618-1630 - Joshua W. Wade, Robert Boyles, Patricia Flemming, Arpan Sarkar, Michael de Riesthal, Thomas J. Withrow, Nilanjan Sarkar:
Feasibility of Automated Mobility Assessment of Older Adults via an Instrumented Cane. 1631-1638 - Xingchen Yang, Dalin Zhou, Yu Zhou, Youjia Huang, Honghai Liu:
Towards Zero Re-Training for Long-Term Hand Gesture Recognition via Ultrasound Sensing. 1639-1646 - Yong Yang, Jiahua Wu, Shuying Huang, Yuming Fang, Pan Lin, Yue Que:
Multimodal Medical Image Fusion Based on Fuzzy Discrimination With Structural Patch Decomposition. 1647-1660 - Baiying Lei, Peng Yang, Yinan Zhuo, Feng Zhou, Dong Ni, Siping Chen, Xiaohua Xiao, Tianfu Wang:
Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis. 1661-1673 - KyeongTaek Oh, Cheung Soo Shin, Jeongmin Kim, Sun K. Yoo:
Level-Set Segmentation-Based Respiratory Volume Estimation Using a Depth Camera. 1674-1682 - Yun Gu, Jie Yang:
Densely-Connected Multi-Magnification Hashing for Histopathological Image Retrieval. 1683-1691 - Faezeh Fallah, Sven S. Walter, Fabian Bamberg, Bin Yang:
Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images. 1692-1701 - Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Javier Royuela-del-Val, Elena Martín-González, Elisa Moya-Sáez, Marcos Martín-Fernández, Carlos Alberola-López:
OpenCLIPER: An OpenCL-Based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices. 1702-1709 - Vasileios C. Pezoulas, Kostas Michalopoulos, Manousos A. Klados, Sifis Micheloyannis, Nikolaos G. Bourbakis, Michalis E. Zervakis:
Functional Connectivity Analysis of Cerebellum Using Spatially Constrained Spectral Clustering. 1710-1719 - Jiayue Cai, Aiping Liu, Taomian Mi, Saurabh Garg, Wade Trappe, Martin J. McKeown, Z. Jane Wang:
Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value. 1720-1729 - Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Moi Hoon Yap:
Robust Methods for Real-Time Diabetic Foot Ulcer Detection and Localization on Mobile Devices. 1730-1741 - Alireza Ghods, Kathleen Caffrey, Beiyu Lin, Kylie Fraga, Roschelle Fritz, Maureen Schmitter-Edgecombe, Christopher D. Hundhausen, Diane J. Cook:
Iterative Design of Visual Analytics for a Clinician-in-the-Loop Smart Home. 1742-1748 - Ruhul Amin, SK Hafizul Islam, Prosanta Gope, Kim-Kwang Raymond Choo, Nachiket Tapas:
Anonymity Preserving and Lightweight Multimedical Server Authentication Protocol for Telecare Medical Information System. 1749-1759 - Hyo Kyung Lee, Rebecca Jin, Yuan Feng, Philip A. Bain, Jo Goffinet, Christine Baker, Jingshan Li:
An Analytical Framework for TJR Readmission Prediction and Cost-Effective Intervention. 1760-1772 - Souransu Nandi, Tarunraj Singh:
Glycemic Control of People With Type 1 Diabetes Based on Probabilistic Constraints. 1773-1783 - Robert Peter Matthew, Sarah Seko, Ruzena Bajcsy, Jeffrey C. Lotz:
Kinematic and Kinetic Validation of an Improved Depth Camera Motion Assessment System Using Rigid Bodies. 1784-1793 - Narges Armanfard, Majid Komeili, James P. Reilly, John F. Connolly:
A Machine Learning Framework for Automatic and Continuous MMN Detection With Preliminary Results for Coma Outcome Prediction. 1794-1804 - Kuo Yang, Ruyu Wang, Guangming Liu, Zixin Shu, Ning Wang, Runshun Zhang, Jian Yu, Jianxin Chen, Xiaodong Li, Xuezhong Zhou:
HerGePred: Heterogeneous Network Embedding Representation for Disease Gene Prediction. 1805-1815
Volume 23, Number 5, September 2019
- Manolis Tsiknakis, Norbert M. Graf, Kostas Stamatopoulos, Anca I. D. Bucur:
Guest Editorial: Biomedical Informatics Across the Cancer Continuum. 1819-1820 - Bulat Ibragimov, Diego A. S. Toesca, Yixuan Yuan, Albert C. Koong, Daniel T. Chang, Lei Xing:
Neural Networks for Deep Radiotherapy Dose Analysis and Prediction of Liver SBRT Outcomes. 1821-1833 - Eleftherios Kontopodis, Maria Venianaki, Georgios C. Manikis, Katerina Nikiforaki, Ovidio Salvetti, Efrosini Papadaki, Georgios Z. Papadakis, Apostolos Karantanas, Kostas Marias:
Investigating the Role of Model-Based and Model-Free Imaging Biomarkers as Early Predictors of Neoadjuvant Breast Cancer Therapy Outcome. 1834-1843 - Eleftheria Tzamali, Georgios Tzedakis, Vangelis Sakkalis:
A Framework Linking Glycolytic Metabolic Capabilities and Tumor Dynamics. 1844-1854 - Georgios S. Ioannidis, Thomas G. Maris, Katerina Nikiforaki, Apostolos Karantanas, Kostas Marias:
Investigating the Correlation of Ktrans With Semi-Quantitative MRI Parameters Towards More Robust and Reproducible Perfusion Imaging Biomarkers in Three Cancer Types. 1855-1862 - Victor Hugo C. de Albuquerque, Joel J. P. C. Rodrigues, Pedro Pedrosa Rebouças Filho, Jaime Lloret Mauri, Mohsen Guizani:
Guest Editorial: Interactive Virtual Environments for Neuroscience. 1863-1864 - Andrius Lauraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak:
A Smartphone Application for Automated Decision Support in Cognitive Task Based Evaluation of Central Nervous System Motor Disorders. 1865-1876 - Sergi Bermúdez i Badia, Luis Velez Quintero, Mónica S. Cameirão, Alice Chirico, Stefano Triberti, Pietro Cipresso, Andrea Gaggioli:
Toward Emotionally Adaptive Virtual Reality for Mental Health Applications. 1877-1887 - Zhaoke Huang, Chunhua Yang, Xiaojun Zhou, Tingwen Huang:
A Hybrid Feature Selection Method Based on Binary State Transition Algorithm and ReliefF. 1888-1898 - Hawkar Oagaz, Breawn Schoun, Manpreet Pooji, Min-Hyung Choi:
Neurocognitive Assessment in Virtual Reality Through Behavioral Response Analysis. 1899-1910 - Muhammad Imran Razzak, Muhammad Imran, Guandong Xu:
Efficient Brain Tumor Segmentation With Multiscale Two-Pathway-Group Conventional Neural Networks. 1911-1919 - Javier Hernandez, Daniel McDuff, Karen S. Quigley, Pattie Maes, Rosalind W. Picard:
Wearable Motion-Based Heart Rate at Rest: A Workplace Evaluation. 1920-1927 - Houtan Jebelli, Mohammad Mahdi Khalili, SangHyun Lee:
A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL). 1928-1939 - Maria Dolores Peláez-Coca, María Teresa Lozano Albalate, Alberto Hernando Sanz, Montserrat Aiger, Eduardo Gil:
Photoplethysmographic Waveform Versus Heart Rate Variability to Identify Low-Stress States: Attention Test. 1940-1951 - Quan Zhang, Ning Zhang, Lei Kang, Gang Hu, Xiangguo Yan, Xiaorong Ding, Qizhi Fu, Yuan-Ting Zhang, Ni Zhao, Junfeng Gao, Gary E. Strangman:
Technology Development for Simultaneous Wearable Monitoring of Cerebral Hemodynamics and Blood Pressure. 1952-1963 - Magda Rafols-de-Urquia, Luis Estrada, Josep Estevez-Piorno, Leonardo Sarlabous, Raimon Jané, Abel Torres:
Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography. 1964-1971 - Punitha Namadurai, Vardhini Padmanabhan, Ramakrishnan Swaminathan:
Multifractal Analysis of Uterine Electromyography Signals for the Assessment of Progression of Pregnancy in Term Conditions. 1972-1979 - Griet Goovaerts, Sibasankar Padhy, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel:
A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation. 1980-1989 - Vangelis P. Oikonomou, Spiros Nikolopoulos, Ioannis Kompatsiaris:
A Bayesian Multiple Kernel Learning Algorithm for SSVEP BCI Detection. 1990-2001 - Jason W. Robertson, Kevin B. Englehart, Erik J. Scheme:
Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control. 2002-2008 - Berdakh Abibullaev, Amin Zollanvari:
Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces. 2009-2020 - Arif Reza Anwary, Hongnian Yu, Michael Vassallo:
Gait Evaluation Using Procrustes and Euclidean Distance Matrix Analysis. 2021-2029 - Xuhua Ren, Tingting Li, Xiujun Yang, Shuai Wang, Sahar Ahmad, Lei Xiang, Shaun Richard Stone, Lihong Li, Yiqiang Zhan, Dinggang Shen, Qian Wang:
Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph. 2030-2038 - Xiangzhi Bai, Yuxuan Zhang, Haonan Liu, Yingfan Wang:
Intuitionistic Center-Free FCM Clustering for MR Brain Image Segmentation. 2039-2051 - Shikha Chaganti, Louise A. Mawn, Hakmook Kang, Josephine Egan, Susan M. Resnick, Lori L. Beason-Held, Bennett A. Landman, Thomas A. Lasko:
Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing. 2052-2062 - Andreas S. Panayides, Marios S. Pattichis, Stephanos Leandrou, Costas Pitris, Anastasia Constantinidou, Constantinos S. Pattichis:
Radiogenomics for Precision Medicine With a Big Data Analytics Perspective. 2063-2079 - Aria Pezeshk, Sardar Hamidian, Nicholas Petrick, Berkman Sahiner:
3-D Convolutional Neural Networks for Automatic Detection of Pulmonary Nodules in Chest CT. 2080-2090 - Nan Meng, Edmund Y. Lam, Kevin K. Tsia, Hayden Kwok-Hay So:
Large-Scale Multi-Class Image-Based Cell Classification With Deep Learning. 2091-2098 - Ruoxuan Cui, Manhua Liu:
Hippocampus Analysis by Combination of 3-D DenseNet and Shapes for Alzheimer's Disease Diagnosis. 2099-2107 - Qi Qi, Yanlong Li, Jitian Wang, Han Zheng, Yue Huang, Xinghao Ding, Gustavo Kunde Rohde:
Label-Efficient Breast Cancer Histopathological Image Classification. 2108-2116 - Zhengxing Huang, Wei Dong:
Adversarial MACE Prediction After Acute Coronary Syndrome Using Electronic Health Records. 2117-2126 - Yung-Fu Chen, Chih-Sheng Lin, Chun-Fu Hong, Dah-Jye Lee, Changming Sun, Hsuan-Hung Lin:
Design of a Clinical Decision Support System for Predicting Erectile Dysfunction in Men Using NHIRD Dataset. 2127-2137 - Jianqiang Li, Xiyue Tan, Xi Xu, Fei Wang:
Efficient Mining Template of Predictive Temporal Clinical Event Patterns From Patient Electronic Medical Records. 2138-2147 - Sara Santiso Gonzáles, Alicia Pérez, Arantza Casillas:
Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery. 2148-2155 - Danai Chasioti, Xiaohui Yao, Pengyue Zhang, Samuel Lerner, Sara K. Quinney, Xia Ning, Lang Li, Li Shen:
Mining Directional Drug Interaction Effects on Myopathy Using the FAERS Database. 2156-2163 - Partha Mukherjee, Gondy Leroy, David Kauchak:
Using Lexical Chains to Identify Text Difficulty: A Corpus Statistics and Classification Study. 2164-2173 - Maël Dugast, Guillaume Bouleux, Olivier Mory, Eric Marcon:
Improving Health Care Management Through Persistent Homology of Time-Varying Variability of Emergency Department Patient Flow. 2174-2181 - Majid Mohammadi, Amin Mansoori:
A Projection Neural Network for Identifying Copy Number Variants. 2182-2188 - Bin Li, Shengfan Zhang, Stephen Hoover, Ryan Arnold, Muge Capan:
Microsimulation Model Using Christiana Care Early Warning System (CEWS) to Evaluate Physiological Deterioration. 2189-2195 - Luca Cattelani, Martino Belvederi Murri, Federico Chesani, Lorenzo Chiari, Stefania Bandinelli, Pierpaolo Palumbo:
Risk Prediction Model for Late Life Depression: Development and Validation on Three Large European Datasets. 2196-2204
Volume 23, Number 6, November 2019
- Panagiotis D. Bamidis, Stathis Th. Konstantinidis, Pedro Pereira Rodrigues, Sameer K. Antani, Daniela Giordano:
Guest Editorial Small Things and Big Data: Controversies and Challenges in Digital Healthcare. 2208-2210 - Dimitrios K. Iakovidis, George Dimas, Alexandros Karargyris, Federico Bianchi, Gastone Ciuti, Anastasios Koulaouzidis:
Deep Endoscopic Visual Measurements. 2211-2219 - Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Rafael S. Paixão, Agma J. M. Traina, Caetano Traina:
Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories. 2220-2229 - Athanasios Lagopoulos, Nikolaos Kapraras, Vasileios Amanatiadis, Anestis Fachantidis, Grigorios Tsoumakas:
Classifying Biomedical Figures by Modality via Multi-Label Learning. 2230-2237 - Rafael Staiger Bressan, Guilherme Camargo, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito:
Exploring Active Learning Based on Representativeness and Uncertainty for Biomedical Data Classification. 2238-2244 - Benny P. L. Lo, Y. Zhang, Omer T. Inan, Joshua Ellul:
Guest Editorial: Special Issue on Pervasive Sensing and Machine Learning for Mental Health. 2245-2246 - Pablo Bonilla-Escribano, David Ramírez, Alba Sedano-Capdevila, Juan José Campaña-Montes, Enrique Baca-García, Philippe Courtet, Antonio Artés-Rodríguez:
Assessment of e-Social Activity in Psychiatric Patients. 2247-2256 - Aamir Arsalan, Muhammad Majid, Amna Rauf Butt, Syed Muhammad Anwar:
Classification of Perceived Mental Stress Using A Commercially Available EEG Headband. 2257-2264 - Xiaowei Zhang, Jian Shen, Zia Ud Din, Jinyong Liu, Gang Wang, Bin Hu:
Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble. 2265-2275 - Bruno Miguel Gil Rosa, Guang-Zhong Yang:
A Flexible Wearable Device for Measurement of Cardiac, Electrodermal, and Motion Parameters in Mental Healthcare Applications. 2276-2285 - Ignacio Peis, Pablo M. Olmos, Constanza Vera-Varela, María Luisa Barrigón, Philippe Courtet, Enrique Baca-García, Antonio Artés-Rodríguez:
Deep Sequential Models for Suicidal Ideation From Multiple Source Data. 2286-2293 - 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:
Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood. 2294-2301 - Fani Deligianni, Yao Guo, Guang-Zhong Yang:
From Emotions to Mood Disorders: A Survey on Gait Analysis Methodology. 2302-2316 - Hyeon Seok Seok, Byung-Moon Choi, Gyu-Jeong Noh, Hangsik Shin:
Postoperative Pain Assessment Model Based on Pulse Contour Characteristics Analysis. 2317-2324 - Konstantinos Kyritsis, Christos Diou, Anastasios Delopoulos:
Modeling Wrist Micromovements to Measure In-Meal Eating Behavior From Inertial Sensor Data. 2325-2334 - João Jorge, Mauricio Villarroel, Sitthichok Chaichulee, Gabrielle Green, Kenny McCormick, Lionel Tarassenko:
Assessment of Signal Processing Methods for Measuring the Respiratory Rate in the Neonatal Intensive Care Unit. 2335-2346 - Animesh Halder, Samir Kumar Pal, Mukut Banerjee, Soumendra Singh, Aniruddha Adhikari, Probir Kumar Sarkar, Arnab Madhab Bhattacharya, Prantar Chakrabarti, Debasis Bhattacharyya, Asim Kumar Mallick:
A Novel Whole Spectrum-Based Non-Invasive Screening Device for Neonatal Hyperbilirubinemia. 2347-2353 - Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene:
Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks. 2354-2364 - Md Mobashir Hasan Shandhi, Beren Semiz, Sinan Hersek, Nazli Goller, Farrokh Ayazi, Omer T. Inan:
Performance Analysis of Gyroscope and Accelerometer Sensors for Seismocardiography-Based Wearable Pre-Ejection Period Estimation. 2365-2374 - Joonnyong Lee, Sukkyu Sun, Seung Man Yang, Jang Jay Sohn, Jonghyun Park, Saram Lee, Hee Chan Kim:
Bidirectional Recurrent Auto-Encoder for Photoplethysmogram Denoising. 2375-2385 - Carolina Varon, Jesús Lázaro, Juan Bolea, Alberto Hernando, Jordi Aguiló, Eduardo Gil, Sabine Van Huffel, Raquel Bailón:
Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate. 2386-2397 - Riccardo Favilla, Veronica Chiara Zuccalà, Giuseppe Coppini:
Heart Rate and Heart Rate Variability From Single-Channel Video and ICA Integration of Multiple Signals. 2398-2408 - Tudor Besleaga, Sveeta Badiani, Guy Lloyd, Nicola Toschi, Antonio Canichella, Andreas Demosthenous, Pier David Lambiase, Michele Orini:
Non-Invasive Detection of Mechanical Alternans Utilizing Photoplethysmography. 2409-2416 - Alberto Greco, Andrea Guidi, Matteo Bianchi, Antonio Lanatà, Gaetano Valenza, Enzo Pasquale Scilingo:
Brain Dynamics Induced by Pleasant/Unpleasant Tactile Stimuli Conveyed by Different Fabrics. 2417-2427 - Marcelo Alejandro Colominas, Vincent Wens, Alison Mary, Nicolas Coquelet, Mohamad El Sayed Hussein Jomaa, Nisrine Jrad, Anne Humeau-Heurtier, Patrick Van Bogaert:
Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity. 2428-2434 - Francesco Renna, Jorge Oliveira, Miguel T. Coimbra:
Deep Convolutional Neural Networks for Heart Sound Segmentation. 2435-2445 - Maria Teresa Valderas, Juan Bolea, Michele Orini, Pablo Laguna, Carlos Orrite, Montserrat Vallverdú, Raquel Bailón:
Human Emotion Characterization by Heart Rate Variability Analysis Guided by Respiration. 2446-2454 - Maria Bernarda Salazar-Sánchez, Alher Mauricio Hernández, Miguel Ángel Mañanas, César Cortés Daza:
Modeling of Heart Rate Variability and Respiratory Muscle Activity in Organophosphate Poisoned Patients. 2455-2463 - Siyuan Chen, Julien Epps:
Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition. 2464-2474 - Soheil Borhani, Justin Kilmarx, David Saffo, Lucien Ng, Reza Abiri, Xiaopeng Zhao:
Optimizing Prediction Model for a Noninvasive Brain-Computer Interface Platform Using Channel Selection, Classification, and Regression. 2475-2482 - Cong Ma, Guowen Chen, Xinran Zhang, Guochen Ning, Hongen Liao:
Moving-Tolerant Augmented Reality Surgical Navigation System Using Autostereoscopic Three-Dimensional Image Overlay. 2483-2493 - Weikai Li, Lishan Qiao, Limei Zhang, Zhengxia Wang, Dinggang Shen:
Functional Brain Network Estimation With Time Series Self-Scrubbing. 2494-2504 - Mohammad Hassan Jahanandish, Nicholas P. Fey, Kenneth Hoyt:
Lower Limb Motion Estimation Using Ultrasound Imaging: A Framework for Assistive Device Control. 2505-2514 - Yan Cui, Shijie Zhao, Han Wang, Li Xie, Yaowu Chen, Junwei Han, Lei Guo, Fan Zhou, Tianming Liu:
Identifying Brain Networks at Multiple Time Scales via Deep Recurrent Neural Network. 2515-2525 - Liying Peng, Yen-Wei Chen, Lanfen Lin, Hongjie Hu, Huali Li, Qingqing Chen, Xiaoli Ling, Dan Wang, Xianhua Han, Yutaro Iwamoto:
Classification and Quantification of Emphysema Using a Multi-Scale Residual Network. 2526-2536 - Liangliang Zhang, Zhenxiang Jiang, Jongeun Choi, Chae Young Lim, Tapabrata Maiti, Seungik Baek:
Patient-Specific Prediction of Abdominal Aortic Aneurysm Expansion Using Bayesian Calibration. 2537-2550 - Rafat Damseh, Philippe Pouliot, Louis Gagnon, Sava Sakadzic, David A. Boas, Farida Cheriet, Frederic Lesage:
Automatic Graph-Based Modeling of Brain Microvessels Captured With Two-Photon Microscopy. 2551-2562 - Shuang Song, Alejandro F. Frangi, Jian Yang, Danni Ai, Chenbing Du, Yong Huang, Hong Song, Luosha Zhang, Yechen Han, Yongtian Wang:
Patch-Based Adaptive Background Subtraction for Vascular Enhancement in X-Ray Cineangiograms. 2563-2575 - Elisa Roccia, Arthur Mikhno, R. Todd Ogden, J. John Mann, Andrew F. Laine, Elsa D. Angelini, Francesca Zanderigo:
Quantifying Brain [18F]FDG Uptake Noninvasively by Combining Medical Health Records and Dynamic PET Imaging Data. 2576-2582 - David Ahmedt-Aristizabal, Simon Denman, Kien Nguyen, Sridha Sridharan, Sasha Dionisio, Clinton Fookes:
Understanding Patients' Behavior: Vision-Based Analysis of Seizure Disorders. 2583-2591 - Robert Peter Matthew, Sarah Seko, Jeannie Bailey, Ruzena Bajcsy, Jeffrey C. Lotz:
Estimating Sit-to-Stand Dynamics Using a Single Depth Camera. 2592-2602 - Xinyi Ding, Damoun Nassehi, Eric C. Larson:
Measuring Oxygen Saturation With Smartphone Cameras Using Convolutional Neural Networks. 2603-2610 - Md Safiur Rahman Mahdi, Md Momin Al Aziz, Dima Alhadidi, Noman Mohammed:
Secure Similar Patients Query on Encrypted Genomic Data. 2611-2618 - Yijie Ding, Jijun Tang, Fei Guo:
Identification of Drug-Side Effect Association via Semisupervised Model and Multiple Kernel Learning. 2619-2632 - Qingnan Sun, Marko V. Jankovic, João Budzinski, Brett L. Moore, Peter Diem, Christoph Stettler, Stavroula G. Mougiakakou:
A Dual Mode Adaptive Basal-Bolus Advisor Based on Reinforcement Learning. 2633-2641 - Yanyun Tao, Yenming J. Chen, Ling Xue, Cheng Xie, Bin Jiang, Yuzhen Zhang:
An Ensemble Model With Clustering Assumption for Warfarin Dose Prediction in Chinese Patients. 2642-2654 - Jin-Woo Park, Francis Sahngun Nahm, Jin-Hee Kim, Young-Tae Jeon, Jung-Hee Ryu, Sung-Hee Han:
The Effect of Mirroring Display of Virtual Reality Tour of the Operating Theatre on Preoperative Anxiety: A Randomized Controlled Trial. 2655-2660 - Qiu Xiao, Jiawei Luo, Jianhua Dai:
Computational Prediction of Human Disease- Associated circRNAs Based on Manifold Regularization Learning Framework. 2661-2669 - Pratik Dutta, Sriparna Saha, Saurabh Gulati:
Graph-Based Hub Gene Selection Technique Using Protein Interaction Information: Application to Sample Classification. 2670-2676
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