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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