Journal: IEEE Transactions on Information Technology in Biomedicine

Volume 22, Issue 6

1709 -- 1710Zhibo Pang, H. Yuan, Y. T. Zhang, M. Packirisamy. Guest Editorial Health Engineering Driven by the Industry 4.0 for Aging Society
1711 -- 1719Geng Yang, Mingzhe Jiang, Wei Ouyang, Guangchao Ji, Haibo Xie, Amir M. Rahmani, Pasi Liljeberg, Hannu Tenhunen. IoT-Based Remote Pain Monitoring System: From Device to Cloud Platform
1720 -- 1731Ane Alberdi, Alyssa Weakley, Maureen Schmitter-Edgecombe, Diane J. Cook, Asier Aztiria, Adrian Basarab, Maitane Barrenechea. Smart Home-Based Prediction of Multidomain Symptoms Related to Alzheimer's Disease
1732 -- 1743Yinlong Zhang, Wei Liang, Hongsheng He, Jindong Tan. Wearable Heading Estimation for Motion Tracking in Health Care by Adaptive Fusion of Visual-Inertial Measurements
1744 -- 1753Xiaomao Fan, Qihang Yao, Yunpeng Cai, Fen Miao, Fangmin Sun, Ye Li 0002. Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings
1754 -- 1764Yi Chen, Li Yu 0003, Kaoru Ota, Mianxiong Dong. Robust Activity Recognition for Aging Society
1765 -- 1774Carlotta Caramia, Diego Torricelli, Maurizio Schmid, Adriana Munoz-Gonzalez, José González-Vargas, Francisco Grandas, José Luis Pons Rovira. IMU-Based Classification of Parkinson's Disease From Gait: A Sensitivity Analysis on Sensor Location and Feature Selection
1775 -- 1785Zhao Guo, Xiaohui Xiao, Haoyong Yu. Design and Evaluation of a Motorized Robotic Bed Mover With Omnidirectional Mobility for Patient Transportation
1786 -- 1795Anirban Chowdhury, Yogesh Kumar Meena, Haider Raza, Braj Bhushan, Ashwani Kumar Uttam, Nirmal Pandey, Adnan Ariz Hashmi, Alok Bajpai, Ashish Dutta, Girijesh Prasad. Active Physical Practice Followed by Mental Practice Using BCI-Driven Hand Exoskeleton: A Pilot Trial for Clinical Effectiveness and Usability
1796 -- 1806Cheng Xie, Hongming Cai, Yun Yang 0003, Lihong Jiang, Po Yang 0001. User Profiling in Elderly Healthcare Services in China: Scalper Detection
1807 -- 1813Andrea Wilkinson, Tiffany Tong, Atefeh Zare, Marc Kanik, Mark H. Chignell. Monitoring Health Status in Long Term Care Through the Use of Ambient Technologies and Serious Games
1814 -- 1823Zoubir Hamici. Towards Genetic Cryptography for Biomedical Wireless Sensor Networks Gateways
1824 -- 1833Mengxing Huang, Huirui Han, Hao Wang 0003, Lefei Li, Yu Zhang, Uzair Aslam Bhatti. A Clinical Decision Support Framework for Heterogeneous Data Sources
1834 -- 1846Viswam Nathan, Roozbeh Jafari. Particle Filtering and Sensor Fusion for Robust Heart Rate Monitoring Using Wearable Sensors
1847 -- 1853Shuo Yu, Hsinchun Chen, Randall A. Brown. Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring
1854 -- 1862Valdinar de A. Rocha, Jake C. do Carmo, Francisco Assis de O. Nascimento. Weighted-Cumulated S-EMG Muscle Fatigue Estimator
1863 -- 1870Xiaodong Yang 0004, Syed Aziz Shah, Aifeng Ren, Nan Zhao, Dou Fan, Fangming Hu, Masood Ur-Rehman, Karen M. Von Meneen, Jie Tian 0001. Wandering Pattern Sensing at S-Band
1871 -- 1882Sahar Javaher Haghighi, Majid Komeili, Dimitrios Hatzinakos, Hossam El Beheiry. 40-Hz ASSR for Measuring Depth of Anaesthesia During Induction Phase
1883 -- 1894Abdelakram Hafid, Sara Benouar, Malika Kedir-Talha, Farhad Abtahi, Mokhtar Attari, Fernando Seoane. Full Impedance Cardiography Measurement Device Using Raspberry PI3 and System-on-Chip Biomedical Instrumentation Solutions
1895 -- 1905Zhao Dong 0002, Xiang Li 0010, Wei Chen 0043. Frequency Network Analysis of Heart Rate Variability for Obstructive Apnea Patient Detection
1906 -- 1916Cheng Jin, Jianjiang Feng, Lei Wang, Heng Yu, Jiang Liu, Jiwen Lu, Jie Zhou 0001. Left Atrial Appendage Segmentation Using Fully Convolutional Neural Networks and Modified Three-Dimensional Conditional Random Fields
1917 -- 1928Mohsen Khadem, Carlos Rossa, Nawaid Usmani, Ron S. Sloboda, Mahdi Tavakoli. Robotic-Assisted Needle Steering Around Anatomical Obstacles Using Notched Steerable Needles
1929 -- 1937Changhong Wang, Wei Lu, Stephen J. Redmond, Michael C. Stevens, Stephen R. Lord, Nigel H. Lovell. A Low-Power Fall Detector Balancing Sensitivity and False Alarm Rate
1938 -- 1948Michael B. Del Rosario, Nigel H. Lovell, Jennifer Fildes, Katie Holgate, Jennifer Yu, Cate Ferry, Gunter Schreier, Sze-Yuan Ooi, Stephen J. Redmond. Evaluation of an mHealth-Based Adjunct to Outpatient Cardiac Rehabilitation
1949 -- 1959Purnomo Husnul Khotimah, Yuichi Sugiyama, Masatoshi Yoshikawa, Akihiro Hamasaki, Osamu Sugiyama, Kazuya Okamoto, Tomohiro Kuroda. Medication Episode Construction Framework for Retrospective Database Analyses of Patients With Chronic Diseases
1960 -- 1969Jian Fang 0001, Ji-Gang Zhang, Hong-Wen Deng, Yu-Ping Wang. Joint Detection of Associations Between DNA Methylation and Gene Expression From Multiple Cancers
1970 -- 1977Karthik Srinivasan, Faiz Currim, Sudha Ram. Predicting High-Cost Patients at Point of Admission Using Network Science

Volume 22, Issue 5

1332 -- 1340Javier Milagro, Eduardo Gil, Jesús Lázaro 0002, Ville-Pekka Seppä, L. Pekka Malmberg, Anna S. Pelkonen, Anne Kotaniemi-Syrjanen, Mika J. Makela, Jari Viik, Raquel Bailón. Nocturnal Heart Rate Variability Spectrum Characterization in Preschool Children With Asthmatic Symptoms
1341 -- 1349Ilias Thomas, Jerker Westin, Moudud Alam, Filip Bergquist, Dag Nyholm, Marina Senek, Mevludin Memedi. A Treatment-Response Index From Wearable Sensors for Quantifying Parkinson's Disease Motor States
1350 -- 1361Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum, Peter Funk. Automated EEG Artifact Handling With Application in Driver Monitoring
1362 -- 1372S. R. Sreeja, Rajiv Ranjan Sahay, Debasis Samanta, Pabitra Mitra. Removal of Eye Blink Artifacts From EEG Signals Using Sparsity
1373 -- 1384Sheng Ge, Yanhua Shi, Ruimin Wang, Pan Lin, Jun-Feng Gao, Gao-Peng Sun, Keiji Iramina, Yuankui Yang, Yue Leng, Haixian Wang, Wenming Zheng. Sinusoidal Signal Assisted Multivariate Empirical Mode Decomposition for Brain-Computer Interfaces
1385 -- 1394Francisco Hernando-Gallego, David Luengo, Antonio Artés-Rodríguez. Feature Extraction of Galvanic Skin Responses by Nonnegative Sparse Deconvolution
1395 -- 1405Youjia Huang, Xingchen Yang, Yuefeng Li, Dalin Zhou, Keshi He, Honghai Liu. Ultrasound-Based Sensing Models for Finger Motion Classification
1406 -- 1414Dinko Oletic, Vedran Bilas. Asthmatic Wheeze Detection From Compressively Sensed Respiratory Sound Spectra
1415 -- 1420Srivani Padma, Sharath Umesh, Talabattula Srinivas, Sundarrajan Asokan. Carotid Arterial Pulse Waveform Measurements Using Fiber Bragg Grating Pulse Probe
1421 -- 1433Yean Seanglidet, Bu-Sung Lee, Chai Kiat Yeo, Chan Hua Vun, Hong Lye Oh. Smartphone Orientation Estimation Algorithm Combining Kalman Filter With Gradient Descent
1434 -- 1444Wenhan Liu, Mengxin Zhang, Yidan Zhang, Yuan Liao, Qijun Huang, Sheng Chang, Hao Wang, Jin He. Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection
1445 -- 1455Bing Yao, Rui Zhu, Hui Yang 0003. Characterizing the Location and Extent of Myocardial Infarctions With Inverse ECG Modeling and Spatiotemporal Regularization
1456 -- 1465Jui-Hung Hsieh, King-Chu Hung, Yu-Ling Lin, Meng-Ju Shih. A Speed- and Power-Efficient SPIHT Design for Wearable Quality-On-Demand ECG Applications
1466 -- 1475Chenxi Yang, Negar Tavassolian. Combined Seismo- and Gyro-Cardiography: A More Comprehensive Evaluation of Heart-Induced Chest Vibrations
1476 -- 1485Mingxia Liu, Jun Zhang 0018, Dong Nie, Pew-Thian Yap, Dinggang Shen. Anatomical Landmark Based Deep Feature Representation for MR Images in Brain Disease Diagnosis
1486 -- 1496Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne. Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease
1497 -- 1511Jérôme Thevenot, Miguel Bordallo López, Abdenour Hadid. A Survey on Computer Vision for Assistive Medical Diagnosis From Faces
1512 -- 1520Jaeseong Jang, Yejin Park, Bukweon Kim, Sung-Min Lee, Ja Young Kwon, Jin Keun Seo. Automatic Estimation of Fetal Abdominal Circumference From Ultrasound Images
1521 -- 1530Jianpeng Zhang, Yong Xia, Yutong Xie, Michael J. Fulham, David Dagan Feng. Classification of Medical Images in the Biomedical Literature by Jointly Using Deep and Handcrafted Visual Features
1531 -- 1539Yihui Cao, Qinhua Jin, Yundai Chen, Qinye Yin, Xianjing Qin, Jianan Li, Rui Zhu 0005, Wei Zhao. Automatic Side Branch Ostium Detection and Main Vascular Segmentation in Intravascular Optical Coherence Tomography Images
1540 -- 1551Rong Wang, Mei Zhang, Xiangbing Meng, Zheng Geng, Fei-Yue Wang. 3-D Tracking for Augmented Reality Using Combined Region and Dense Cues in Endoscopic Surgery
1552 -- 1560Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Farida Cheriet. Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome
1561 -- 1570Neda Barzegar Marvasti, Erdem Yörük, Burak Acar. Computer-Aided Medical Image Annotation: Preliminary Results With Liver Lesions in CT
1571 -- 1582Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li 0001. Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle
1583 -- 1588Ryan A. Hoffman, Hang Wu, Janani Venugopalan, Paula Braun, May D. Wang. Intelligent Mortality Reporting With FHIR
1589 -- 1604Benjamin Shickel, Patrick Tighe, Azra Bihorac, Parisa Rashidi. Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis
1605 -- 1618Anish Jindal, Amit Dua, Neeraj Kumar 0001, Ashok Kumar Das, Athanasios V. Vasilakos, Joel J. P. C. Rodrigues. Providing Healthcare-as-a-Service Using Fuzzy Rule Based Big Data Analytics in Cloud Computing
1619 -- 1629Xiangtao Li, Ka Chun Wong. Multiobjective Patient Stratification Using Evolutionary Multiobjective Optimization
1630 -- 1636Srinivasan Lekha, Suchetha Manikandan. Real-Time Non-Invasive Detection and Classification of Diabetes Using Modified Convolution Neural Network
1637 -- 1647Konstantia Zarkogianni, Maria Athanasiou, Anastasia C. Thanopoulou. Comparison of Machine Learning Approaches Toward Assessing the Risk of Developing Cardiovascular Disease as a Long-Term Diabetes Complication
1648 -- 1652Poonam Zham, Sridhar P. Arjunan, Sanjay Raghav, Dinesh K. Kumar. Efficacy of Guided Spiral Drawing in the Classification of Parkinson's Disease
1653 -- 1661Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak. Automatic Classification of Functional Gait Disorders
1662 -- 1671Carlos Hoyos-Barcelo, Jesus Monge-Alvarez, Muhammad Zeeshan Shakir, Jose Maria Alcaraz Calero, Pablo Casaseca-de-la-Higuera. Efficient k-NN Implementation for Real-Time Detection of Cough Events in Smartphones
1672 -- 1683Ahmad Al Kawam, Arun Sen, Aniruddha Datta, Nancy Dickey. Understanding the Bioinformatics Challenges of Integrating Genomics Into Healthcare
1684 -- 1690Sriparna Saha 0001, Sudipta Acharya, Kavya K, Saisree Miriyala. Simultaneous Clustering and Feature Weighting Using Multiobjective Optimization for Identifying Functionally Similar miRNAs
1691 -- 1698Giorgio Quer, Nima Nikzad, Angela Chieh, Alexis Normand, Matthieu Vegreville, Eric J. Topol, Steven R. Steinhubl. Home Monitoring of Blood Pressure: Short-Term Changes During Serial Measurements for 56398 Subjects
1699 -- 1706Deborah Richards, Patrina Caldwell. Improving Health Outcomes Sooner Rather Than Later via an Interactive Website and Virtual Specialist

Volume 22, Issue 4

968 -- 978James D. Amor, Christopher J. James. Validation of a Commercial Android Smartwatch as an Activity Monitoring Platform
979 -- 988Nagaraj Hegde, Matthew Bries, Tracy Swibas, Edward L. Melanson, Edward Sazonov. Automatic Recognition of Activities of Daily Living Utilizing Insole-Based and Wrist-Worn Wearable Sensors
989 -- 1000Nahed Jalloul, Fabienne Porée, Geoffrey Viardot, Phillipe L. Hostis, Guy Carrault. Activity Recognition Using Complex Network Analysis
1001 -- 1010Sebastián R. Vanrell, Diego H. Milone, Hugo Leonardo Rufiner. Assessment of Homomorphic Analysis for Human Activity Recognition From Acceleration Signals
1011 -- 1018Arnaud Moreau, Peter Anderer, Marco Ross, Andreas Cerny, Timothy H. Almazan, Barry Peterson. Detection of Nocturnal Scratching Movements in Patients with Atopic Dermatitis Using Accelerometers and Recurrent Neural Networks
1019 -- 1025Yao-Kuang Huang, Chang-Cheng Chang, Pin-Xing Lin, Bor-Shyh Lin. Quantitative Evaluation of Rehabilitation Effect on Peripheral Circulation of Diabetic Foot
1026 -- 1035Carlos A. Robles-Rubio, Karen A. Brown, Robert E. Kearney. Optimal Classification of Respiratory Patterns From Manual Analyses Using Expectation-Maximization
1036 -- 1045Sandeep Gutta, Qi Cheng, Hoa Dinh Nguyen, Bruce Allen Benjamin. Cardiorespiratory Model-Based Data-Driven Approach for Sleep Apnea Detection
1046 -- 1058Sina Reulecke, Sonia Charleston-Villalobos, Andreas Voss, Ramón González-Camarena, Jesus A. Gonzalez-Hermosillo, Mercedes J. Gaitan-Gonzalez, G. Hernandez-Pacheco, Rico Schroeder, Tomás Aljama-Corrales. Temporal Analysis of Cardiovascular and Respiratory Complexity by Multiscale Entropy Based on Symbolic Dynamics
1059 -- 1067Mojtaba Nazari, Sayed Mahmoud Sakhaei. Variational Mode Extraction: A New Efficient Method to Derive Respiratory Signals from ECG
1068 -- 1074Young-Zoon Yoon, Jae Min Kang, Yongjoo Kwon, Sangyun Park, Seungwoo Noh, Younho Kim, Jongae Park, Sung Woo Hwang. Cuff-Less Blood Pressure Estimation Using Pulse Waveform Analysis and Pulse Arrival Time
1075 -- 1086Feiyi Fan, Yuepeng Yan, Kun Zhao, Fei Long, Hao Zhang. 2 via Time-Efficient High-Resolution Harmonics Analysis and Maximum Likelihood Tracking
1087 -- 1096M. Amparo Callejon, P. del Campo, Javier Reina-Tosina, Laura M. Roa. A Parametric Computational Analysis Into Galvanic Coupling Intrabody Communication
1097 -- 1103Garry A. Einicke, Haider A. Sabti, David V. Thiel, Marta Fernandez. Maximum-Entropy-Rate Selection of Features for Classifying Changes in Knee and Ankle Dynamics During Running
1104 -- 1113Marcel H. Trabuco, Marcus V. C. Costa, Bruno Macchiavello, Francisco Assis de Oliveira Nascimento. S-EMG Signal Compression in One-Dimensional and Two-Dimensional Approaches
1114 -- 1123Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Leen De Wispelaere, Charlotte Dielman, Jan Vervisch, Paul Govaert, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel. Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data
1124 -- 1132Tomi Miettinen, Katja Myllymaa, Susanna Westeren-Punnonen, Jari Ahlberg, Taina Hukkanen, Juha Töyräs, Reijo Lappalainen, Esa Mervaala, Kirsi Sipila, Sami Myllymaa. Success Rate and Technical Quality of Home Polysomnography With Self-Applicable Electrode Set in Subjects With Possible Sleep Bruxism
1133 -- 1139Shweta Jain, Varun Bajaj, Anil Kumar. Riemann Liouvelle Fractional Integral Based Empirical Mode Decomposition for ECG Denoising
1140 -- 1147Hanguang Xiao, Mark Butlin, Isabella Tan, Ahmad Qasem, Alberto P. Avolio. Estimation of Pulse Transit Time From Radial Pressure Waveform Alone by Artificial Neural Network
1148 -- 1156Wei Chun Ung, Tsukasa Funane, Takusige Katura, Hiroki Sato, Tong Boon Tang, Ahmad Fadzil M. Hani, Masashi Kiguchi. Effectiveness Evaluation of Real-Time Scalp Signal Separating Algorithm on Near-Infrared Spectroscopy Neurofeedback
1157 -- 1167Jose Maria Perez-Macias, Mirja Tenhunen, Alpo Värri, Sari-Leena Himanen, Jari Viik. Detection of Snores Using Source Separation on an Emfit Signal
1168 -- 1176Lambros S. Athanasiou, Farhad Rikhtegar, Micheli Zanotti Galon, Augusto Celso Lopes, Pedro Alves Lemos, Jose M. de la Torre Hernandez, Eyal Ben-Assa, Elazer R. Edelman. Optimized Computer-Aided Segmentation and Three-Dimensional Reconstruction Using Intracoronary Optical Coherence Tomography
1177 -- 1188Zinonas C. Antoniou, Andreas S. Panayides, Marios Pantziaris, Anthony G. Constantinides, Constantinos S. Pattichis, Marios S. Pattichis. Real-Time Adaptation to Time-Varying Constraints for Medical Video Communications
1189 -- 1196Vasileios Korfiatis, Simone Tassani, George K. Matsopoulos. A New Ensemble Classification System For Fracture Zone Prediction Using Imbalanced Micro-CT Bone Morphometrical Data
1197 -- 1208Mingxia Liu, Yue Gao, Pew-Thian Yap, Dinggang Shen. Multi-Hypergraph Learning for Incomplete Multimodality Data
1209 -- 1217Fang Chen, Zhe Zhao, Cong Gao, Jia Liu, Xiu-yun Su, Jing-xin Zhao, Peifu Tang, Hongen Liao. Clustering of Morphological Features for Identifying Femur Cavity Subtypes With Difficulties of Intramedullary Nail Implantation
1218 -- 1226Moi Hoon Yap, Gerard Pons, Joan Martí, Sergi Ganau, Melcior Sentís, Reyer Zwiggelaar, Adrian K. Davison, Robert Marti. Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks
1227 -- 1237Hongyang Jiang, He Ma, Wei Qian, Mengdi Gao, Yan Li. An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network
1238 -- 1249Mrinal Kanti Bhowmik, Usha Rani Gogoi, Gautam Majumdar, Debotosh Bhattacharjee, Dhritiman Datta, Anjan Kumar Ghosh. Designing of Ground-Truth-Annotated DBT-TU-JU Breast Thermogram Database Toward Early Abnormality Prediction
1250 -- 1260Yixuan Yuan, Dengwang Li, Max Q.-H. Meng. Automatic Polyp Detection via a Novel Unified Bottom-Up and Top-Down Saliency Approach
1261 -- 1268Nelson Martins, Malik Saad Sultan, Diana Veiga, Manuel Ferreira, Filipa Teixeira, Miguel Tavares Coimbra. A New Active Contours Approach for Finger Extensor Tendon Segmentation in Ultrasound Images Using Prior Knowledge and Phase Symmetry
1269 -- 1277Peyman Gholami, Mohammad Ali Ahmadi-Pajouh, Nabiollah Abolftahi, Ghassan Hamarneh, Mohammad Kayvanrad. Segmentation and Measurement of Chronic Wounds for Bioprinting
1278 -- 1287Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yibing Ma, Huaqiang Shi, Yu Zhao. Size-Scalable Content-Based Histopathological Image Retrieval From Database That Consists of WSIs
1288 -- 1298Georgia N. Athanasiou, George C. Anastassopoulos, Eleni Tiritidou, Dimitrios K. Lymberopoulos. A Trust Model for Ubiquitous Healthcare Environment on the Basis of Adaptable Fuzzy-Probabilistic Inference System
1299 -- 1309Mohammad Wazid, Ashok Kumar Das, Neeraj Kumar 0001, Mauro Conti, Athanasios V. Vasilakos. A Novel Authentication and Key Agreement Scheme for Implantable Medical Devices Deployment
1310 -- 1322Ashok Kumar Das, Mohammad Wazid, Neeraj Kumar 0001, Muhammad Khurram Khan, Kim-Kwang Raymond Choo, Youngho Park. Design of Secure and Lightweight Authentication Protocol for Wearable Devices Environment
1323 -- 1329Aitziber Atutxa, Alicia Pérez, Arantza Casillas. Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation

Volume 22, Issue 3

642 -- 652Faezeh Movahedi, James L. Coyle, Ervin Sejdic. Deep Belief Networks for Electroencephalography: A Review of Recent Contributions and Future Outlooks
653 -- 663Eda Akman Aydin, Ömer Faruk Bay, Inan Güler. P300-Based Asynchronous Brain Computer Interface for Environmental Control System
664 -- 670Chong Yeh Sai, Norrima Mokhtar, Hamzah Arof, Paul Cumming, Masahiro Iwahashi. Automated Classification and Removal of EEG Artifacts With SVM and Wavelet-ICA
671 -- 677Ahmad Shalbaf, Mohsen Saffar, Jamie W. Sleigh, Reza Shalbaf. Monitoring the Depth of Anesthesia Using a New Adaptive Neurofuzzy System
678 -- 685Alok Kumar Chowdhury, Dian Tjondronegoro, Vinod Chandran, Stewart Trost. Physical Activity Recognition Using Posterior-Adapted Class-Based Fusion of Multiaccelerometer Data
686 -- 696Pratool Bharti, Anurag Panwar, Ganesh Gopalakrishna, Sriram Chellappan. Watch-Dog: Detecting Self-Harming Activities From Wrist Worn Accelerometers
697 -- 706Weilin Zang, Ye Li 0002. Gait-Cycle-Driven Transmission Power Control Scheme for a Wireless Body Area Network
707 -- 713Ting-Yu Liu, Kuan Jen Lin, Hsi Chun Wu. ECG Data Encryption Then Compression Using Singular Value Decomposition
714 -- 721Robert Mark Seepers, Wenjin Wang, Gerard de Haan, Ioannis Sourdis, Christos Strydis. Attacks on Heartbeat-Based Security Using Remote Photoplethysmography
722 -- 732Udit Satija, Barathram Ramkumar, M. Sabarimalai Manikandan. Automated ECG Noise Detection and Classification System for Unsupervised Healthcare Monitoring
733 -- 740Chenxi Yang, Negar Tavassolian. Pulse Transit Time Measurement Using Seismocardiogram, Photoplethysmogram, and Acoustic Recordings: Evaluation and Comparison
741 -- 749Mimma Nardelli, Alberto Greco, Juan Bolea, Gaetano Valenza, Enzo Pasquale Scilingo, Raquel Bailón. Reliability of Lagged Poincaré Plot Parameters in Ultrashort Heart Rate Variability Series: Application on Affective Sounds
750 -- 757Mikko Peltokangas, Anca A. Telembeci, Jarmo Verho, Ville M. Mattila, Pekka Romsi, Antti Vehkaoja, Jukka Lekkala, Niku Oksala. Parameters Extracted From Arterial Pulse Waves as Markers of Atherosclerotic Changes: Performance and Repeatability
758 -- 765Recep Avci, James D. Wilson, Diana I. Escalona-Vargas, Hari Eswaran. Tracking Fetal Movement Through Source Localization From Multisensor Magnetocardiographic Recordings
766 -- 774Mohammod Abdul Motin, Chandan Kumar Karmakar, Marimuthu Palaniswami. Ensemble Empirical Mode Decomposition With Principal Component Analysis: A Novel Approach for Extracting Respiratory Rate and Heart Rate From Photoplethysmographic Signal
775 -- 784Ashok Mondal, Ishan Saxena, Hong Tang 0001, Poulami Banerjee. A Noise Reduction Technique Based on Nonlinear Kernel Function for Heart Sound Analysis
785 -- 798Son Dinh-Van, Simon L. Cotton, David B. Smith 0001. Channel Deviation-Based Power Control in Body Area Networks
799 -- 805Bor-Shyh Lin, Pei-Jung Wu, Chien-Yu Chen 0003. 2D/3D-Display Auto-Adjustment Switch System
806 -- 817Chaoyang Shi, Xiongbiao Luo, Jin Guo, Zoran Najdovski, Toshio Fukuda, Hongliang Ren 0001. Three-Dimensional Intravascular Reconstruction Techniques Based on Intravascular Ultrasound: A Technical Review
818 -- 825Sidra Minhas, Aasia Khanum, Farhan Riaz, Shoab Ahmad Khan, Atif Alvi. Predicting Progression From Mild Cognitive Impairment to Alzheimer's Disease Using Autoregressive Modelling of Longitudinal and Multimodal Biomarkers
826 -- 834Rinku Rabidas, Abhishek Midya, Jayasree Chakraborty. Neighborhood Structural Similarity Mapping for the Classification of Masses in Mammograms
835 -- 841Zhexiao Guo, Guo Dan, Jianghuai Xiang, Jun Wang, Wanzhang Yang, Huijun Ding, Oliver Deussen, Yongjin Zhou. An Unobtrusive Computerized Assessment Framework for Unilateral Peripheral Facial Paralysis
842 -- 851Wei Yang 0006, Yunbi Liu, Liyan Lin, Zhaoqiang Yun, Zhentai Lu, Qianjin Feng, Wufan Chen. Lung Field Segmentation in Chest Radiographs From Boundary Maps by a Structured Edge Detector
852 -- 861Siqi Li, Huiyan Jiang, Yu-Dong Yao, Benqiang Yang. Organ Location Determination and Contour Sparse Representation for Multiorgan Segmentation
862 -- 873Munendra Singh, Ashish Verma, Neeraj Sharma. Optimized Multistable Stochastic Resonance for the Enhancement of Pituitary Microadenoma in MRI
874 -- 885Zhen Yu, Ee-Leng Tan, Dong Ni, Jing Qin, Siping Chen, Shengli Li, Baiying Lei, Tianfu Wang. A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition
886 -- 894Shuang Yu, Di Xiao, Yogesan Kanagasingam. Machine Learning Based Automatic Neovascularization Detection on Optic Disc Region
895 -- 903Xabier Justo, Iñaki Díaz, Jorge Juan Gil, Gabriel Gastaminza. Medical Device for Automated Prick Test Reading
904 -- 911Runtong Zhang, Donghua Chen, Xiaopu Shang, Xiaomin Zhu, Kecheng Liu. A Knowledge-Constrained Access Control Model for Protecting Patient Privacy in Hospital Information Systems
912 -- 918Antonio Celesti, Maria Fazio, Agata Romano, Alessia Bramanti, Placido Bramanti, Massimo Villari. An OAIS-Based Hospital Information System on the Cloud: Analysis of a NoSQL Column-Oriented Approach
919 -- 925Michael Dorr, Tobias Elze, Hui Wang, Zhong-Lin Lu, Peter J. Bex, Luis A. Lesmes. New Precision Metrics for Contrast Sensitivity Testing
926 -- 934Suvra Pal, Narayanaswamy Balakrishnan. Expectation Maximization Algorithm for Box-Cox Transformation Cure Rate Model and Assessment of Model Misspecification Under Weibull Lifetimes
935 -- 941Israr Bin M. Ibrahim, Sanjay Sarma O. V., Ramana M. Pidaparti. Simulation of Healing Threshold in Strain-Induced Inflammation Through a Discrete Informatics Model
942 -- 954Manish Sapkota, Fujun Liu, Yuanpu Xie, Hai Su, Fuyong Xing, Lin Yang. AIIMDs: An Integrated Framework of Automatic Idiopathic Inflammatory Myopathy Diagnosis for Muscle
955 -- 965Ting Zhu, Li Luo 0001, Xinli Zhang, Wenwu Shen. Modeling the Length of Stay of Respiratory Patients in Emergency Department Using Coxian Phase-Type Distributions With Covariates

Volume 22, Issue 2

300 -- 0J. Liang, M. Zervakis, J. Penders. Guest Editorial IEEE BHI 2017
301 -- 310Glen Wright Colopy, Stephen J. Roberts, David A. Clifton. Bayesian Optimization of Personalized Models for Patient Vital-Sign Monitoring
311 -- 317Hui Yan, Pieter Van Gorp, Uzay Kaymak, Xudong Lu, Lei Ji, Choo Chiap Chiau, Hendrikus H. M. Korsten, Huilong Duan. Aligning Event Logs to Task-Time Matrix Clinical Pathways in BPMN for Variance Analysis
318 -- 324William J. Allen, Refaat E. Gabr, Getaneh B. Tefera, Amol S. Pednekar, Matthew W. Vaughn, Ponnada A. Narayana. Platform for Automated Real-Time High Performance Analytics on Medical Image Data
325 -- 334Chen Song, Aosen Wang, Feng Lin, Mohammadnabi Asmani, Ruogang Zhao, Zhanpeng Jin, Jian Xiao, Wenyao Xu. Tempo-Spatial Compressed Sensing of Organ-on-a-Chip for Pervasive Health
335 -- 345Kyle N. Winfree, Gregory Dominick. Modeling Clinically Validated Physical Activity Assessments Using Commodity Hardware
346 -- 353Robespierre Pita, Clícia Pinto, Samila Sena, Rosemeire Fiaccone, Leila Amorim, Sandra Reis, Mauricio Barreto, Spiros Denaxas, Marcos E. Barreto. On the Accuracy and Scalability of Probabilistic Data Linkage Over the Brazilian 114 Million Cohort
354 -- 362Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Jens Barth, Samuel Schülein, Karl-Günter Gaßmann, Jochen Klucken, Björn M. Eskofier. Mobile Stride Length Estimation With Deep Convolutional Neural Networks
363 -- 374Priyanka Mandal, Krishna Tank, Tapas Mondal, Chih Hung Chen, M. Jamal Deen. Predictive Walking-Age Health Analyzer
375 -- 385Xiaojin Li, Licong Cui, Shiqiang Tao, Jing Chen, Xiang Zhang, Guo-Qiang Zhang 0001. HyCLASSS: A Hybrid Classifier for Automatic Sleep Stage Scoring
386 -- 397Yang Li 0010, Xu-Dong Wang, Mei-Lin Luo, Ke Li, Xiao-Feng Yang, Qi Guo. Epileptic Seizure Classification of EEGs Using Time-Frequency Analysis Based Multiscale Radial Basis Functions
398 -- 408Pranav S. Deshpande, M. Sabarimalai Manikandan. Effective Glottal Instant Detection and Electroglottographic Parameter Extraction for Automated Voice Pathology Assessment
409 -- 420Tomás Teijeiro, Paulo Félix, Jesús Presedo, Daniel Castro. Heartbeat Classification Using Abstract Features From the Abductive Interpretation of the ECG
421 -- 428Diana P. Tobón, Tiago H. Falk. Adaptive Spectro-Temporal Filtering for Electrocardiogram Signal Enhancement
429 -- 441Jose Manuel Bote, Joaquín Recas, Francisco J. Rincón, David Atienza, Román Hermida. A Modular Low-Complexity ECG Delineation Algorithm for Real-Time Embedded Systems
442 -- 449Wen-Yen Lin, Wen-Cheng Chou, Po-Cheng Chang, Chung-Chuan Chou, Ming-Shien Wen, Ming-Yun Ho, Wen-Chen Lee, Ming-Jer Hsieh, Chung-Chih Lin, Tsai-hsuan Tsai, Ming-Yih Lee. Identification of Location Specific Feature Points in a Cardiac Cycle Using a Novel Seismocardiogram Spectrum System
450 -- 459Sayeed Shafayet Chowdhury, Rakib Hyder, Md. Samzid Bin Hafiz, Mohammad Ariful Haque. Real-Time Robust Heart Rate Estimation From Wrist-Type PPG Signals Using Multiple Reference Adaptive Noise Cancellation
460 -- 470Jongchan Lee, Zahra Ghasemi, Chang-Sei Kim, Hao-Min Cheng, Chen-Huan Chen, Shih-Hsien Sung, Ramakrishna Mukkamala, Jin-Oh Hahn. Investigation of Viscoelasticity in the Relationship Between Carotid Artery Blood Pressure and Distal Pulse Volume Waveforms
471 -- 482Lihua Ruan, Maluge Pubuduni Imali Dias, Elaine Wong 0001. SmartBAN With Periodic Monitoring Traffic: A Performance Study on Low Delay and High Energy Efficiency
483 -- 494Abhishek Srivastava, K. Nithin Sankar, Baibhab Chatterjee, Devarshi Mrinal Das, Meraj Ahmad, Rakesh Keshava Kukkundoor, Vivek Saraf, Jayachandran Ananthapadmanabhan, Dinesh Kumar Sharma, Maryam Shojaei Baghini. Bio-WiTel: A Low-Power Integrated Wireless Telemetry System for Healthcare Applications in 401-406 MHz Band of MedRadio Spectrum
495 -- 502Chen Zhao, Shiqin Jiang, Yanhua Wu, JunJie Zhu, Dafang Zhou, Birgit Hailer, Dietrich H. W. Grönemeyer, Peter Van Leeuwen. An Integrated Maximum Current Density Approach for Noninvasive Detection of Myocardial Infarction
503 -- 515Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini, Jack Allen, Wenjia Bai, Serkan Çimen, Peter Claes, Brett R. Cowan, Jan D'hooge, Nicolas Duchateau, Jan Ehrhardt, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay 0003, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia. Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge
516 -- 524Xuechen Li, LinLin Shen, Suhuai Luo. A Solitary Feature-Based Lung Nodule Detection Approach for Chest X-Ray Radiographs
525 -- 536Hamdi Dibeklioglu, Zakia Hammal, Jeffrey F. Cohn. Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding
537 -- 544Milos Jordanski, Milos D. Radovic, Zarko Milosevic 0002, Nenad Filipovic, Zoran Obradovic. Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models
545 -- 551Chia-Hsiang Wu, Wan-Hua Tsai, Ying-Hui Chen, Jia-Kuang Liu, Yung-Nien Sun. Model-Based Orthodontic Assessments for Dental Panoramic Radiographs
552 -- 560Saurin Parikh, Damian Ruiz, Hari Kalva, Gerardo Fernández-Escribano, Velibor Adzic. High Bit-Depth Medical Image Compression With HEVC
561 -- 569Jirapat Likitlersuang, Jose Zariffa. Interaction Detection in Egocentric Video: Toward a Novel Outcome Measure for Upper Extremity Function
570 -- 578Wei-Yang Lin, Shu-Fu Chou, Chia-Ling Tsai, Shih-Jen Chen. Temporally Coherent Illumination Normalization for Indocyanine Green Video Angiography
579 -- 587Guanjin Wang, Zhaohong Deng, Kup-Sze Choi. Tackling Missing Data in Community Health Studies Using Additive LS-SVM Classifier
588 -- 596Ankur Agarwal, Christopher Baechle, Ravi S. Behara, Xingquan Zhu. A Natural Language Processing Framework for Assessing Hospital Readmissions for Patients With COPD
597 -- 606Alhassan Khedr, Patrick Glenn Gulak. SecureMed: Secure Medical Computation Using GPU-Accelerated Homomorphic Encryption Scheme
607 -- 610Torsten Strasser, Hana Langrova, Sabrina Sundermeier, Dominic Hillerkuss, Katarína Stingl, Wilhelm Durst, Anne Kurtenbach, Eberhart Zrenner, Ditta Zobor. The Tuebingen Scotopic Threshold Test (TSTT)
611 -- 622Fabian Prasser, Florian Kohlmayer, Helmut Spengler, Klaus A. Kuhn. A Scalable and Pragmatic Method for the Safe Sharing of High-Quality Health Data
623 -- 630Paul Nickerson, Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick J. Tighe, Parisa Rashidi. Transition Icons for Time-Series Visualization and Exploratory Analysis
631 -- 639Dongping Du, Hui Yang 0003, Andrew R. Ednie, Eric S. Bennett. In-Silico Modeling of the Functional Role of Reduced Sialylation in Sodium and Potassium Channel Gating of Mouse Ventricular Myocytes

Volume 22, Issue 1

3 -- 4K. E. Friedl, J. D. Hixson, M. J. Buller, Benny P. L. Lo. Guest Editorial - 13th Body Sensor Networks Symposium
5 -- 14Melissa Berthelot, Guang-Zhong Yang, Benny Lo. A Self-Calibrated Tissue Viability Sensor for Free Flap Monitoring
15 -- 22Andreas Tobola, Heike Leutheuser, Markus Pollak, Peter Spies, Christian Hofmann, Christian Weigand, Björn M. Eskofier, Georg Fischer. Self-Powered Multiparameter Health Sensor
23 -- 32Rui Zhang, Oliver Amft. Monitoring Chewing and Eating in Free-Living Using Smart Eyeglasses
33 -- 39Dawei Fan, Luis Lopez Ruiz, Jiaqi Gong, John Lach. EHDC: An Energy Harvesting Modeling and Profiling Platform for Body Sensor Networks
40 -- 46Sriram Raju Dandu, Matthew M. Engelhard, Asma Qureshi, Jiaqi Gong, John C. Lach, Maïté Brandt-Pearce, Myla D. Goldman. Understanding the Physiological Significance of Four Inertial Gait Features in Multiple Sclerosis
47 -- 55Zelun Wang, Avinash Parnandi, Ricardo Gutierrez-Osuna. BioPad: Leveraging off-the-Shelf Video Games for Stress Self-Regulation
56 -- 66Li-Wei H. Lehman, Roger G. Mark, Shamim Nemati. A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series
67 -- 76Luis Estrada, Abel Torres, Leonardo Sarlabous, Raimon Jané. Onset and Offset Estimation of the Neural Inspiratory Time in Surface Diaphragm Electromyography: A Pilot Study in Healthy Subjects
77 -- 86Benedikt Fasel, Jörg Spörri, Julien Chardonnens, Josef Kröll, Erich Müller, Kamiar Aminian. Joint Inertial Sensor Orientation Drift Reduction for Highly Dynamic Movements
87 -- 97Md. Shamsul Arefin, Jean-Michel Redoute, Mehmet Rasit Yuce. Integration of Low-Power ASIC and MEMS Sensors for Monitoring Gastrointestinal Tract Using a Wireless Capsule System
98 -- 107Stamos Katsigiannis, Naeem Ramzan. DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices
108 -- 118Olli Lahdenoja, Tero Hurnanen, Zuhair Iftikhar, Sami Nieminen, Timo Knuutila, Antti Saraste, Tuomas Kiviniemi, Tuija Vasankari, Juhani Airaksinen, Mikko Pänkäälä, Tero Koivisto. Atrial Fibrillation Detection via Accelerometer and Gyroscope of a Smartphone
119 -- 128Hee Nam Yoon, Su-Hwan Hwang, Jaewon Choi, Yu-Jin Lee, Do-Un Jeong, Kwang Suk Park. Slow-Wave Sleep Estimation for Healthy Subjects and OSA Patients Using R-R Intervals
129 -- 139Dilpreet Buxi, Evelien Hermeling, Marco Mercuri, Fabian Beutel, Roberto Garcia van der Westen, Tom Torfs, Jean-Michel Redoute, Mehmet Rasit Yuce. Systolic Time Interval Estimation Using Continuous Wave Radar With On-Body Antennas
140 -- 146Abhishek Vadnerkar, Sabrina Figueiredo, Nancy E. Mayo, Robert E. Kearney. Design and Validation of a Biofeedback Device to Improve Heel-to-Toe Gait in Seniors
147 -- 153Moataz Eltoukhy, Christopher Kuenze, Jeonghoon Oh, Joseph F. Signorile. Validation of Static and Dynamic Balance Assessment Using Microsoft Kinect for Young and Elderly Populations
154 -- 160Sina Khanmohammadi, Chun-An Chou. Adaptive Seizure Onset Detection Framework Using a Hybrid PCA-CSP Approach
161 -- 172Liehang Shi, Jianyong Sun, Yuanyuan Yang, Tonghui Ling, Mingqing Wang, Yiping Gu, Zhiming Yang, Yanqing Hua, Jianguo Zhang. Three-Dimensional Visual Patient Based on Electronic Medical Diagnostic Records
173 -- 183Jun Shi, Xiao Zheng, Yan Li, Qi Zhang, Shihui Ying. Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease
184 -- 195Qiangchang Wang, Yuanjie Zheng, Gongping Yang, Weidong Jin, Xinjian Chen, Yilong Yin. Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification
196 -- 204Yangzhou Gan, Zeyang Xia, Jing Xiong, Guanglin Li, Qunfei Zhao. Tooth and Alveolar Bone Segmentation From Dental Computed Tomography Images
205 -- 214Wei Wang, David C. Ackland, Jodie A. McClelland, Kate E. Webster, Saman Halgamuge. Assessment of Gait Characteristics in Total Knee Arthroplasty Patients Using a Hierarchical Partial Least Squares Method
215 -- 223Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni. Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting
224 -- 234Zhun Fan, Yibiao Rong, Xinye Cai, Jiewei Lu, Wenji Li, Huibiao Lin, Xinjian Chen. Optic Disk Detection in Fundus Image Based on Structured Learning
235 -- 243Hyun-Gyu Lee, Sang-Chul Lee. Nucleus Segmentation Using Gaussian Mixture based Shape Models
244 -- 251John X. Qiu, Hong-Jun Yoon, Paul A. Fearn, Georgia D. Tourassi. Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports
252 -- 264Niloofar Hezarjaribi, Sepideh Sepideh Mazrouee, Hassan Ghasemzadeh. Speech2Health: A Mobile Framework for Monitoring Dietary Composition From Spoken Data
265 -- 275Yuh-Jyh Hu, Tien-Hsiung Ku, Yu-Hung Yang, Jia-Ying Shen. Prediction of Patient-Controlled Analgesic Consumption: A Multimodel Regression Tree Approach
276 -- 284Filip Velickovski, Luigi Ceccaroni, Robert Marti, Felip Burgos, Concepcion Gistau, Xavier Alsina-Restoy, Josep Roca. Automated Spirometry Quality Assurance: Supervised Learning From Multiple Experts
285 -- 290Krishan L. Khatri, Lakshman S. Tamil. Early Detection of Peak Demand Days of Chronic Respiratory Diseases Emergency Department Visits Using Artificial Neural Networks