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ORCIDIEEE Journal of Biomedical and Health Informatics, Volume 21
Volume 21, Number 1, January 2017
- Dimitrios I. Fotiadis:
From the New Editor. 3 - Daniele Ravì
, Charence Wong, Fani Deligianni, Melissa Berthelot, Javier Andreu-Perez, Benny Lo, Guang-Zhong Yang:
Deep Learning for Health Informatics. 4-21 - Phuoc Nguyen, Truyen Tran, Nilmini Wickramasinghe, Svetha Venkatesh:
Deepr: A Convolutional Net for Medical Records. 22-30 - Ashnil Kumar, Jinman Kim, David Lyndon, Michael J. Fulham, David Dagan Feng:
An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification. 31-40 - Ruikai Zhang, Yali Zheng, Tony Wing Chung Mak, Ruoxi Yu, Sunny Hei Wong, James Yun Wong Lau, Carmen C. Y. Poon:
Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain. 41-47 - Karim Lekadir, Alfiia Galimzianova, Àngels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernández, Petia Radeva, Sandy Napel:
A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound. 48-55 - Daniele Ravì, Charence Wong, Benny Lo, Guang-Zhong Yang:
A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices. 56-64 - Lequan Yu, Hao Chen, Qi Dou, Jing Qin, Pheng-Ann Heng:
Integrating Online and Offline Three-Dimensional Deep Learning for Automated Polyp Detection in Colonoscopy Videos. 65-75 - Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou:
Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis. 76-84 - Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Karl-Gunter Gasmann, Jochen Klucken, Björn M. Eskofier:
Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks. 85-93 - Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet:
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. 94-104 - I. Yücel Özbek, Hamed Shamsi:
Heart Sound Localization in Respiratory Sound Based on a New Computationally Efficient Entropy Bound. 105-114 - Su-Hwan Hwang, Sangwon Seo, Hee Nam Yoon, Da Woon Jung, Hyun Jae Baek, Jaegeol Cho, Jaewon Choi, Yu-Jin Lee, Do-Un Jeong, Kwang Suk Park:
Sleep Period Time Estimation Based on Electrodermal Activity. 115-122 - Xi Long, Pedro Fonseca, Ronald M. Aarts, Reinder Haakma, Jerome Rolink, Steffen Leonhardt:
Detection of Nocturnal Slow Wave Sleep Based on Cardiorespiratory Activity in Healthy Adults. 123-133 - Dapeng Yang, Wei Yang, Qi Huang, Hong Liu:
Classification of Multiple Finger Motions During Dynamic Upper Limb Movements. 134-141 - Mikko Peltokangas, Antti Vehkaoja, Jarmo Verho, Ville M. Mattila, Pekka Romsi, Jukka Lekkala, Niku Oksala:
Age Dependence of Arterial Pulse Wave Parameters Extracted From Dynamic Blood Pressure and Blood Volume Pulse Waves. 142-149 - Xingyu Li, Konstantinos N. Plataniotis:
Circular Mixture Modeling of Color Distribution for Blind Stain Separation in Pathology Images. 150-161 - Farhan Riaz, Ali Hassan, Rida Nisar, Mário Dinis-Ribeiro, Miguel Tavares Coimbra:
Content-Adaptive Region-Based Color Texture Descriptors for Medical Images. 162-171 - Nikhil S. Narayan, Pina Marziliano, Jeevendra Kanagalingam, Christopher G. L. Hobbs:
Speckle Patch Similarity for Echogenicity-Based Multiorgan Segmentation in Ultrasound Images of the Thyroid Gland. 172-183 - Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer:
Retinal Disease Screening Through Local Binary Patterns. 184-192 - Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha:
Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. 193-200 - Jian Zhang, James J. Xia, Jianfu Li, Xiaobo Zhou:
Reconstruction-Based Digital Dental Occlusion of the Partially Edentulous Dentition. 201-210 - Wei Zhang, G. Ruben H. Regterschot, Hilde Geraedts, Heribert Baldus, Wiebren Zijlstra:
Chair Rise Peak Power in Daily Life Measured With a Pendant Sensor Associates With Mobility, Limitation in Activities, and Frailty in Old People. 211-217 - Andreas Triantafyllidis, Carmelo Velardo, Dario Salvi, Syed Ahmar Shah, Vassilios G. Koutkias, Lionel Tarassenko:
A Survey of Mobile Phone Sensing, Self-Reporting, and Social Sharing for Pervasive Healthcare. 218-227 - Giovanni Canino, Pietro Hiram Guzzi, Giuseppe Tradigo, Aidong Zhang, Pierangelo Veltri:
On the Analysis of Diseases and Their Related Geographical Data. 228-237 - Benjamin Simeon Harvey, Soo-Yeon Ji:
Cloud-Scale Genomic Signals Processing for Robust Large-Scale Cancer Genomic Microarray Data Analysis. 238-245 - Chanchala D. Kaddi, May D. Wang:
Models for Predicting Stage in Head and Neck Squamous Cell Carcinoma Using Proteomic and Transcriptomic Data. 246-253 - Robert M. Seepers, Christos Strydis, Ioannis Sourdis, Chris I. De Zeeuw:
Enhancing Heart-Beat-Based Security for mHealth Applications. 254-262 - Junhua Li, Chao Li, Andrzej Cichocki:
Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface. 263-271 - Luis U. Hernandez Munoz, Sandra I. Woolley, David Luyt, Gary Stiefel, Kerrie Kirk, Nick Makwana, Cathryn Melchior, Tom C. Dawson, Gabriel Wong, Tim Collins, Lavanya Diwakar:
Evaluation of AllergiSense Smartphone Tools for Adrenaline Injection Training. 272-282 - Esther J. Smits, Antti J. Tolonen, Luc Cluitmans, Mark J. van Gils, Rutger C. Zietsma, Robbert W. K. Borgemeester, Teus van Laar, Natasha M. Maurits:
Graphical Tasks to Measure Upper Limb Function in Patients With Parkinson's Disease: Validity and Response to Dopaminergic Medication. 283-289
Volume 21, Number 2, March 2017
- Stephen Redmond, Jie Liang, Constantinos S. Pattichis:
Guest Editorial IEEE BHI 2016. 295 - Mario Merone, Claudio Pedone, Giuseppe Capasso, Raffaele Antonelli Incalzi, Paolo Soda:
A Decision Support System for Tele-Monitoring COPD-Related Worrisome Events. 296-302 - Yi-Ting Cheng, Yu-Feng Lin, Kuo-Hwa Chiang, Vincent S. Tseng:
Mining Sequential Risk Patterns From Large-Scale Clinical Databases for Early Assessment of Chronic Diseases: A Case Study on Chronic Obstructive Pulmonary Disease. 303-311 - Philipp Müller, Marc-Andre Begin, Thomas Schauer, Thomas Seel:
Alignment-Free, Self-Calibrating Elbow Angles Measurement Using Inertial Sensors. 312-319 - Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
Integration of Pathway Knowledge and Dynamic Bayesian Networks for the Prediction of Oral Cancer Recurrence. 320-327 - Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti:
Homomorphic Deconvolution for MUAP Estimation From Surface EMG Signals. 328-338 - Ahmad Akl, Jasper Snoek, Alex Mihailidis:
Unobtrusive Detection of Mild Cognitive Impairment in Older Adults Through Home Monitoring. 339-348 - Mohammad M. Masud, Mohamed Adel Serhani, Alramzana Nujum Navaz:
Resource-Aware Mobile-Based Health Monitoring. 349-360 - Avinash Parnandi, Ricardo Gutierrez-Osuna:
Physiological Modalities for Relaxation Skill Transfer in Biofeedback Games. 361-371 - Christoph Fischer, Benno Domer, Thomas Wibmer, Thomas Penzel:
An Algorithm for Real-Time Pulse Waveform Segmentation and Artifact Detection in Photoplethysmograms. 372-381 - Hsien-Tsai Wu, Bo-Yi Lin, Cheng-Chan Yang, Yu-Nian Ou, Cheuk-Kwan Sun:
Assessment of Vascular Health With Photoplethysmographic Waveforms From the Fingertip. 382-386 - Sardar Ansari, Kevin R. Ward, Kayvan Najarian:
Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: An Adaptive Approach. 387-398 - Rossana Castaldo, Paolo Melillo, Raffaele Izzo, Nicola De Luca, Leandro Pecchia:
Fall Prediction in Hypertensive Patients via Short-Term HRV Analysis. 399-406 - Soo Young Sim, Kwangmin Joo, Hanbyul Kim, Seungjin Jang, Beomoh Kim, Seungbum Hong, Sungwan Kim, Kwang Suk Park:
Estimation of Circadian Body Temperature Rhythm Based on Heart Rate in Healthy, Ambulatory Subjects. 407-415 - Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang:
HEp-2 Cell Image Classification With Deep Convolutional Neural Networks. 416-428 - Xianbiao Qi, Guoying Zhao, Chun-Guang Li, Jun Guo, Matti Pietikäinen:
HEp-2 Cell Classification via Combining Multiresolution Co-Occurrence Texture and Large Region Shape Information. 429-440 - Zhi Lu, Gustavo Carneiro, Andrew P. Bradley, Daniela Ushizima, Masoud S. Nosrati, Andrea G. C. Bianchi, Cláudia M. Carneiro, Ghassan Hamarneh:
Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells. 441-450 - Jie Song, Liang Xiao, Zhichao Lian:
Boundary-to-Marker Evidence-Controlled Segmentation and MDL-Based Contour Inference for Overlapping Nuclei. 451-464 - Liping Zhang, Shaohui Zhu, Shanyu Tang:
Privacy Protection for Telecare Medicine Information Systems Using a Chaotic Map-Based Three-Factor Authenticated Key Agreement Scheme. 465-475 - Garren Gaut, Mark Steyvers, Zac E. Imel, David C. Atkins, Padhraic Smyth:
Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. 476-487 - Naiqian Zhi, Beverly Kris Jaeger, Andrew Gouldstone, Rifat Sipahi, Samuel Frank:
Toward Monitoring Parkinson's Through Analysis of Static Handwriting Samples: A Quantitative Analytical Framework. 488-495 - Louis Daudet, Nikhil Yadav, Matthew Perez, Christian Poellabauer, Sandra L. Schneider, Alan Huebner:
Portable mTBI Assessment Using Temporal and Frequency Analysis of Speech. 496-506 - Nabil Alshurafa, Costas Sideris, Mohammad Pourhomayoun, Haik Kalantarian, Majid Sarrafzadeh, Jo-Ann Eastwood:
Remote Health Monitoring Outcome Success Prediction Using Baseline and First Month Intervention Data. 507-514 - Ting Zhu, Li Luo, Xinli Zhang, Yingkang Shi, Wenwu Shen:
Time-Series Approaches for Forecasting the Number of Hospital Daily Discharged Inpatients. 515-526 - Huyen Vu, Trygve Eftestøl, Kjersti Engan, Joar Eilevstjønn, Ladislaus Blacy Yarrot, Jørgen E. Linde, Hege Langli Ersdal:
Automatic Detection and Parameterization of Manual Bag-Mask Ventilation on Newborns. 527-538 - William Diehl Kearns, James Leonard Fozard, Vilis O. Nams:
Movement Path Tortuosity in Free Ambulation: Relationships to Age and Brain Disease. 539-548 - Carlos Rivas Costa, Luis E. Anido-Rifón, Manuel J. Fernández-Iglesias:
An Open Architecture to Support Social and Health Services in a Smart TV Environment. 549-560 - Lihong Peng, Bo Liao, Wen Zhu, Zejun Li, Keqin Li:
Predicting Drug-Target Interactions With Multi-Information Fusion. 561-572 - Belhassen Bayar, Nidhal Bouaynaya, Roman Shterenberg:
SMURC: High-Dimension Small-Sample Multivariate Regression With Covariance Estimation. 573-581
Volume 21, Number 3, May 2017
- Stavroula G. Mougiakakou, Giovanni Maria Farinella, Keiji Yanai, Edward Sazonov:
Guest Editorial Nutrition Informatics: From Food Monitoring to Dietary Management. 585-587 - Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini:
Food Recognition: A New Dataset, Experiments, and Results. 588-598 - Yiru Shen, James Salley, Eric Muth, Adam W. Hoover:
Assessing the Accuracy of a Wrist Motion Tracking Method for Counting Bites Across Demographic and Food Variables. 599-606 - Vasileios Papapanagiotou, Christos Diou, Lingchuan Zhou, Janet van den Boer, Monica Mars, Anastasios Delopoulos:
A Novel Chewing Detection System Based on PPG, Audio, and Accelerometry. 607-618 - Sediqeh Samadi, Kamuran Turksoy, Iman Hajizadeh, Jianyuan Feng, Mert Sevil, Ali Cinar:
Meal Detection and Carbohydrate Estimation Using Continuous Glucose Sensor Data. 619-627 - Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè, Montserrat Fito, Maria-Isabel Covas:
Evaluation of Adherence to Nutritional Intervention Through Trajectory Analysis. 628-634 - Hamed Danandeh Hesar, Maryam Mohebbi:
ECG Denoising Using Marginalized Particle Extended Kalman Filter With an Automatic Particle Weighting Strategy. 635-644 - Darren Craven, Brian McGinley, Liam Kilmartin, Martin Glavin, Edward Jones:
Adaptive Dictionary Reconstruction for Compressed Sensing of ECG Signals. 645-654 - Guanglou Zheng, Gengfa Fang, Rajan Shankaran, Mehmet A. Orgun, Jie Zhou, Li Qiao, Kashif Saleem:
Multiple ECG Fiducial Points-Based Random Binary Sequence Generation for Securing Wireless Body Area Networks. 655-663 - Jirí Spilka, Jordan Frécon, Roberto F. Leonarduzzi, Nelly Pustelnik, Patrice Abry, Muriel Doret:
Sparse Support Vector Machine for Intrapartum Fetal Heart Rate Classification. 664-671 - Haik Kalantarian, Costas Sideris, Majid Sarrafzadeh:
A Hierarchical Classification and Segmentation Scheme for Processing Sensor Data. 672-681 - Feng Lin, Aosen Wang, Lora Cavuoto, Wenyao Xu:
Toward Unobtrusive Patient Handling Activity Recognition for Injury Reduction Among At-Risk Caregivers. 682-695 - Sayandeep Acharya, Arjun Rajasekar, Barry S. Shender, Leonid Hrebien, Moshe Kam:
Real-Time Hypoxia Prediction Using Decision Fusion. 696-707 - Ming Huang, Toshiyo Tamura, Zunyi Tang, Wenxi Chen, Shigehiko Kanaya:
A Wearable Thermometry for Core Body Temperature Measurement and Its Experimental Verification. 708-714 - Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen:
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System. 715-724 - Barry R. Greene, Stephen J. Redmond, Brian Caulfield:
Fall Risk Assessment Through Automatic Combination of Clinical Fall Risk Factors and Body-Worn Sensor Data. 725-731 - Hamed Mosavat-Jahromi, Behrouz Maham, Theodoros A. Tsiftsis:
Maximizing Spectral Efficiency for Energy Harvesting-Aware WBAN. 732-742 - Chunlin Zhao, Min Zhao, Yong Yang, Junfeng Gao, Nini Rao, Pan Lin:
The Reorganization of Human Brain Networks Modulated by Driving Mental Fatigue. 743-755 - Erdem Akagündüz, Muzaffer Aslan, Abdulkadir Sengür, Haibo Wang, Melih Cevdet Ince:
Silhouette Orientation Volumes for Efficient Fall Detection in Depth Videos. 756-763 - Bersain Alexander Reyes, Natasa Reljin, Youngsun Kong, Yunyoung Nam, Ki H. Chon:
Tidal Volume and Instantaneous Respiration Rate Estimation using a Volumetric Surrogate Signal Acquired via a Smartphone Camera. 764-777 - Rubén Armañanzas, Martina Iglesias, Dinora A. Morales, Lidia Alonso-Nanclares:
Voxel-Based Diagnosis of Alzheimer's Disease Using Classifier Ensembles. 778-784 - Chia-Ling Tsai, Hung-Chuan Hsu, Xin-Chang Wu, Shih-Jen Chen, Wei-Yang Lin:
Accurate Joint-Alignment of Indocyanine Green and Fluorescein Angiograph Sequences for Treatment of Subretinal Lesions. 785-793 - Prashanth Ravindran, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh:
High-Accuracy Classification of Parkinson's Disease Through Shape Analysis and Surface Fitting in 123I-Ioflupane SPECT Imaging. 794-802 - Shishir Maheshwari, Ram Bilas Pachori, U. Rajendra Acharya:
Automated Diagnosis of Glaucoma Using Empirical Wavelet Transform and Correntropy Features Extracted From Fundus Images. 803-813 - Sreenath P. Kyathanahally, Ana Franco-Watkins, Xiaoxia Zhang, Vince D. Calhoun, Gopikrishna Deshpande:
A Realistic Framework for Investigating Decision Making in the Brain With High Spatiotemporal Resolution Using Simultaneous EEG/fMRI and Joint ICA. 814-825 - Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Automatic Nuclei Detection Based on Generalized Laplacian of Gaussian Filters. 826-837 - Hui Zhu, Xiaoxia Liu, Rongxing Lu, Hui Li:
Efficient and Privacy-Preserving Online Medical Prediagnosis Framework Using Nonlinear SVM. 838-850 - Mahsa Rouzbahman, Aleksandra Jovicic, Mark H. Chignell:
Can Cluster-Boosted Regression Improve Prediction of Death and Length of Stay in the ICU? 851-858 - Evdokimos I. Konstantinidis, Giorgos Bamparopoulos, Panagiotis D. Bamidis:
Moving Real Exergaming Engines on the Web: The webFitForAll Case Study in an Active and Healthy Ageing Living Lab Environment. 859-866 - Stamos Katsigiannis, Eleni Zacharia, Dimitris Maroulis:
MIGS-GPU: Microarray Image Gridding and Segmentation on the GPU. 867-874 - Sriram Sridharan, Rajani Varghese, Vijayanagaram Venkatraj, Aniruddha Datta:
Hypoxia Stress Response Pathways: Modeling and Targeted Therapy. 875-885
Volume 21, Number 4, July 2017
- Ashwani Kumar Tiwari, Ram Bilas Pachori, Vivek Kanhangad, Bijaya Ketan Panigrahi:
Automated Diagnosis of Epilepsy Using Key-Point-Based Local Binary Pattern of EEG Signals. 888-896 - Sheng Ge, Ruimin Wang, Yue Leng, Haixian Wang, Pan Lin, Keiji Iramina:
A Double-Partial Least-Squares Model for the Detection of Steady-State Visual Evoked Potentials. 897-903 - Ignacio Capurro, Federico Lecumberry, Alvaro Martín, Ignacio Ramírez, Eugenio Rovira, Gadiel Seroussi:
Efficient Sequential Compression of Multichannel Biomedical Signals. 904-916 - Asanga Wickramasinghe, Damith Chinthana Ranasinghe, Christophe Fumeaux, Keith D. Hill, Renuka Visvanathan:
Sequence Learning with Passive RFID Sensors for Real-Time Bed-Egress Recognition in Older People. 917-929 - Daniel Waltisberg, Oliver Amft, Daniel P. Brunner, Gerhard Tröster:
Detecting Disordered Breathing and Limb Movement Using In-Bed Force Sensors. 930-938 - Daniel Leightley, Jamie S. McPhee, Moi Hoon Yap:
Automated Analysis and Quantification of Human Mobility Using a Depth Sensor. 939-948 - Saeedeh Afshari, Mahdi Jalili:
Directed Functional Networks in Alzheimer's Disease: Disruption of Global and Local Connectivity Measures. 949-955 - Pedro Fonseca, Niek den Teuling, Xi Long, Ronald M. Aarts:
Cardiorespiratory Sleep Stage Detection Using Conditional Random Fields. 956-966 - Cheikh Latyr Fall, Gabriel Gagnon-Turcotte, Jean-Francois Dube, Jean Simon Gagne, Yanick Delisle, Alexandre Campeau-Lecours, Clément Gosselin, Benoit Gosselin:
Wireless sEMG-Based Body-Machine Interface for Assistive Technology Devices. 967-977 - Dimin Wang, David Zhang, Guangming Lu:
Generalized Feature Extraction for Wrist Pulse Analysis: From 1-D Time Series to 2-D Matrix. 978-985 - Saskia Robben, Gwenn Englebienne, Ben J. A. Kröse:
Delta Features From Ambient Sensor Data are Good Predictors of Change in Functional Health. 986-993 - Xidong Yang, Xiang Chen, Xiang Cao, Shengjing Wei, Xu Zhang:
Chinese Sign Language Recognition Based on an Optimized Tree-Structure Framework. 994-1004 - Younhyun Jung, Jinman Kim, Dagan Feng, Michael J. Fulham:
Occlusion and Slice-Based Volume Rendering Augmentation for PET-CT. 1005-1014 - Frederic Commandeur, Antoine Simon, Romain Mathieu, Mohamed Nassef, Juan David Ospina Arango, Yan Rolland, Pascal Haigron, Renaud de Crevoisier, Oscar Acosta:
MRI to CT Prostate Registration for Improved Targeting in Cancer External Beam Radiotherapy. 1015-1026 - M. Khalid Khan Niazi, Keluo Yao, Debra L. Zynger, Steven K. Clinton, James Chen, Mehmet Koyutürk, Thomas LaFramboise, Metin N. Gurcan:
Visually Meaningful Histopathological Features for Automatic Grading of Prostate Cancer. 1027-1038 - Yuping Duan, Dalel Bouslimi, Guanyu Yang, Huazhong Shu, Gouenou Coatrieux:
Computed Tomography Image Origin Identification Based on Original Sensor Pattern Noise and 3-D Image Reconstruction Algorithm Footprints. 1039-1048 - Esma Yildirim, David J. Foran:
Parallel Versus Distributed Data Access for Gigapixel-Resolution Histology Images: Challenges and Opportunities. 1049-1057 - Xiguang Wei, Jinyong Zhang, Shing-Chow Chan, Ho-Chun Wu, Yongjin Zhou, Yong-Ping Zheng:
Automatic Extraction of Central Tendon of Rectus Femoris (CT-RF) in Ultrasound Images Using a New Intensity-Compensated Free-Form Deformation-Based Tracking Algorithm With Local Shape Refinement. 1058-1068 - Pradeeba Sridar, Ashnil Kumar, Changyang Li, Joyce Woo, Ann Quinton, Ron Benzie, Michael J. Peek, Dagan Feng, R. Krishna Kumar, Ralph Nanan, Jinman Kim:
Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets. 1069-1078 - Mahdi Marsousi, Konstantinos N. Plataniotis, Stergios Stergiopoulos:
An Automated Approach for Kidney Segmentation in Three-Dimensional Ultrasound Images. 1079-1094 - Youyi Song, Liang He, Feng Zhou, Siping Chen, Dong Ni, Bai Ying Lei, Tianfu Wang:
Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis. 1095-1104 - Peter Chondro, Hao-Chun Hu, Hsuan-Yen Hung, Shin-Yuan Chang, Lieber Po-Hung Li, Shanq-Jang Ruan:
An Effective Occipitomental View Enhancement Based on Adaptive Morphological Texture Analysis. 1105-1113 - Yibing Ma, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yushan Zheng, Huaqiang Shi, Yu Zhao:
Breast Histopathological Image Retrieval Based on Latent Dirichlet Allocation. 1114-1123 - Halandur Nagaraja Bharath, Diana Maria Sima, Nicolas Sauwen, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel:
Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas. 1124-1132 - Jinsung Yoon, Camelia Davtyan, Mihaela van der Schaar:
Discovery and Clinical Decision Support for Personalized Healthcare. 1133-1145 - Samamon Khemmarat, Lixin Gao:
Predictive and Personalized Drug Query System. 1146-1155 - Areti Manataki, Jacques D. Fleuriot, Petros Papapanagiotou:
A Workflow-Driven Formal Methods Approach to the Generation of Structured Checklists for Intrahospital Patient Transfers. 1156-1162 - Ali Emami, Joseph El Youssef, Remi Rabasa-Lhoret, Joelle Pineau, Jessica R. Castle, Ahmad Haidar:
Modeling Glucagon Action in Patients With Type 1 Diabetes. 1163-1171 - Maziyar Baran Pouyan, Mehrdad Nourani:
Clustering Single-Cell Expression Data Using Random Forest Graphs. 1172-1181 - Budhaditya Saha, Sunil Gupta, Dinh Q. Phung, Svetha Venkatesh:
A Framework for Mixed-Type Multioutcome Prediction With Applications in Healthcare. 1182-1191
Volume 21, Number 5, September 2017
- Zunyi Tang, Toshiyo Tamura, Masaki Sekine, Ming Huang, Wenxi Chen, Masaki Yoshida, Kaoru Sakatani, Hiroshi Kobayashi, Shigehiko Kanaya:
A Chair-Based Unobtrusive Cuffless Blood Pressure Monitoring System Based on Pulse Arrival Time. 1194-1205 - Weichao Xu, Zhaoguo Chen, Yun Zhang, Lianglun Cheng:
Order Statistics Concordance Coefficient With Applications to Multichannel Biosignal Analysis. 1206-1215 - Christina Orphanidou, Ivana Drobnjak:
Quality Assessment of Ambulatory ECG Using Wavelet Entropy of the HRV Signal. 1216-1223 - Javier Ferreira, Iván Pau, Kaj Lindecrantz, Fernando Seoane:
A Handheld and Textile-Enabled Bioimpedance System for Ubiquitous Body Composition Analysis. An Initial Functional Validation. 1224-1232 - Tero Hurnanen, Eero Lehtonen, Mojtaba Jafari Tadi, Tom Kuusela, Tuomas Kiviniemi, Antti Saraste, Tuija Vasankari, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä:
Automated Detection of Atrial Fibrillation Based on Time-Frequency Analysis of Seismocardiograms. 1233-1241 - Duy Dao, Seyed M. A. Salehizadeh, Yeon-Sik Noh, Jo Woon Chong, Chae Ho Cho, David D. McManus, Chad E. Darling, Yitzhak Mendelson, Ki H. Chon:
A Robust Motion Artifact Detection Algorithm for Accurate Detection of Heart Rates From Photoplethysmographic Signals Using Time-Frequency Spectral Features. 1242-1253 - Ali Fatih Demir, Qammer H. Abbasi, Zekeriyya E. Ankarali, Akram Alomainy, Khalid A. Qaraqe, Erchin Serpedin, Hüseyin Arslan:
Anatomical Region-Specific In Vivo Wireless Communication Channel Characterization. 1254-1262 - Seddigheh Baktash, Mohamad Forouzanfar, Izmail Batkin, Miodrag Bolic, Voicu Z. Groza, Saif Ahmad, Hilmi R. Dajani:
Characteristic Ratio-Independent Arterial Stiffness-Based Blood Pressure Estimation. 1263-1270 - Andreas C. Neocleous, Kypros H. Nicolaides, Christos N. Schizas:
Intelligent Noninvasive Diagnosis of Aneuploidy: Raw Values and Highly Imbalanced Dataset. 1271-1279 - Yu Wang, Pengfei Li, Yu Tian, Jingjing Ren, Jing-song Li:
A Shared Decision-Making System for Diabetes Medication Choice Utilizing Electronic Health Record Data. 1280-1287 - Longfei Han, Senlin Luo, Huaiqing Wang, Limin Pan, Xincheng Ma, Tiemei Zhang:
An Intelligible Risk Stratification Model Based on Pairwise and Size Constrained Kmeans. 1288-1296 - Elham Dolatabadi, Avril Mansfield, Kara K. Patterson, Babak Taati, Alex Mihailidis:
Mixture-Model Clustering of Pathological Gait Patterns. 1297-1305 - Matthias Ring, Clemens Lohmueller, Manfred Rauh, Joachim Mester, Björn M. Eskofier:
Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise. 1306-1314 - Beau Pontre, Brett R. Cowan, Edward DiBella, Sancgeetha Kulaseharan, Devavrat Likhite, Nils Noorman, Lennart Tautz, Nicholas J. Tustison, Gert Wollny, Alistair A. Young, Avan Suinesiaputra:
An Open Benchmark Challenge for Motion Correction of Myocardial Perfusion MRI. 1315-1326 - Jun Shi, Jinjie Wu, Yan Li, Qi Zhang, Shihui Ying:
Histopathological Image Classification With Color Pattern Random Binary Hashing-Based PCANet and Matrix-Form Classifier. 1327-1337 - Rushi Lan, Yicong Zhou:
Medical Image Retrieval via Histogram of Compressed Scattering Coefficients. 1338-1346 - Mohammed El Hassouni, Abdessamad Tafraouti, Hechmi Toumi, Eric Lespessailles, Rachid Jennane:
Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization. 1347-1359 - Youming Zhang, Martti Juhola:
On Biometrics With Eye Movements. 1360-1366 - Michael H. Li, Azadeh Yadollahi, Babak Taati:
Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions. 1367-1375 - Farnood Gholami, Daria A. Trojan, József Kövecses, Wassim M. Haddad, Behnood Gholami:
A Microsoft Kinect-Based Point-of-Care Gait Assessment Framework for Multiple Sclerosis Patients. 1376-1385 - Behdad Dehbandi, Alexandre Barachant, David Harary, John Davis Long, K. Zoe Tsagaris, Silverio Joseph Bumanlag, Victor He, David Putrino:
Using Data From the Microsoft Kinect 2 to Quantify Upper Limb Behavior: A Feasibility Study. 1386-1392 - Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel:
Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles. 1393-1402 - Sidra Minhas, Aasia Khanum, Farhan Riaz, Atif Alvi, Shoab Ahmad Khan:
A Nonparametric Approach for Mild Cognitive Impairment to AD Conversion Prediction: Results on Longitudinal Data. 1403-1410 - Silvia Francesca Storti, Ilaria Boscolo Galazzo, Sehresh Khan, Paolo Manganotti, Gloria Menegaz:
Exploring the Epileptic Brain Network Using Time-Variant Effective Connectivity and Graph Theory. 1411-1421 - Juan Cheng, Xun Chen, Lingxi Xu, Z. Jane Wang:
Illumination Variation-Resistant Video-Based Heart Rate Measurement Using Joint Blind Source Separation and Ensemble Empirical Mode Decomposition. 1422-1433 - Qi Li, Yuanyuan Xue, Liang Zhao, Jia Jia, Ling Feng:
Analyzing and Identifying Teens' Stressful Periods and Stressor Events From a Microblog. 1434-1448 - Mark Hoogendoorn, Thomas Berger, Ava Schulz, Timo Stolz, Peter Szolovits:
Predicting Social Anxiety Treatment Outcome Based on Therapeutic Email Conversations. 1449-1459 - Ellen W. McGinnis, Ryan S. McGinnis, Maria Muzik, Jessica Hruschak, Nestor L. Lopez-Duran, Noel C. Perkins, Kate Fitzgerald, Katherine L. Rosenblum:
Movements Indicate Threat Response Phases in Children at Risk for Anxiety. 1460-1465 - Reza Ghasemi, Md Momin Al Aziz, Noman Mohammed, Massoud Hadian Dehkordi, Xiaoqian Jiang:
Private and Efficient Query Processing on Outsourced Genomic Databases. 1466-1472
Volume 21, Number 6, November 2017
- Kejia Wang, Kim Delbaere, Matthew A. Brodie, Nigel H. Lovell, Lauren Kark, Stephen R. Lord, Stephen J. Redmond:
Differences Between Gait on Stairs and Flat Surfaces in Relation to Fall Risk and Future Falls. 1479-1486 - Shu-Di Bao, Meng Chen, Guang-Zhong Yang:
A Method of Signal Scrambling to Secure Data Storage for Healthcare Applications. 1487-1494 - Muhammad Farooq, Edward Sazonov:
Segmentation and Characterization of Chewing Bouts by Monitoring Temporalis Muscle Using Smart Glasses With Piezoelectric Sensor. 1495-1503 - Marcel Mlynczak, Ewa Migacz, Maciej Migacz, Wojciech Kukwa:
Detecting Breathing and Snoring Episodes Using a Wireless Tracheal Sensor - A Feasibility Study. 1504-1510 - Toufik Guettari, Dan Istrate, Jérôme Boudy, Badr-Eddine Benkelfat, Betty Fumel, Jean-Christophe Daviet:
Design and First Evaluation of a Sleep Characterization Monitoring System Using a Remote Contactless Sensor. 1511-1523 - Ming-Feng Wu, Wei-Chang Huang, Chia-Feng Juang, Kai-Ming Chang, Chih-Yu Wen, Yu-Hsuan Chen, Ching-Yi Lin, Yi-Chan Chen, Ching-Cheng Lin:
A New Method for Self-Estimation of the Severity of Obstructive Sleep Apnea Using Easily Available Measurements and Neural Fuzzy Evaluation System. 1524-1532 - Yin-Yan Lin, Hau-Tieng Wu, Chi-An Hsu, Po-Chiun Huang, Yuan-Hao Huang, Yu-Lun Lo:
Sleep Apnea Detection Based on Thoracic and Abdominal Movement Signals of Wearable Piezoelectric Bands. 1533-1545 - Mostafa Ali Shahin, Beena Ahmed, Sana Tmar-Ben Hamida, Fathima Lamana Mulaffer, Martin Glos, Thomas Penzel:
Deep Learning and Insomnia: Assisting Clinicians With Their Diagnosis. 1546-1553 - Sofia Savvaki, Grigorios Tsagkatakis, Athanasia Panousopoulou, Panagiotis Tsakalides:
Matrix and Tensor Completion on a Human Activity Recognition Framework. 1554-1561 - Xu Zhang, Dongqing Wang, Zaiyang Yu, Xiang Chen, Sheng Li, Ping Zhou:
EMG-Torque Relation in Chronic Stroke: A Novel EMG Complexity Representation With a Linear Electrode Array. 1562-1572 - Ebadollah Kheirati Roonizi, Roberto Sassi:
An Extended Bayesian Framework for Atrial and Ventricular Activity Separation in Atrial Fibrillation. 1573-1580 - Hamed Danandeh Hesar, Maryam Mohebbi:
An Adaptive Particle Weighting Strategy for ECG Denoising Using Marginalized Particle Extended Kalman Filter: An Evaluation in Arrhythmia Contexts. 1581-1592 - Fan Pan, Peiyu He, Chengyu Liu, Taiyong Li, Alan Murray, Dingchang Zheng:
Variation of the Korotkoff Stethoscope Sounds During Blood Pressure Measurement: Analysis Using a Convolutional Neural Network. 1593-1598 - Yang Yao, Lisheng Xu, Yingxian Sun, Qiang Fu, Shuran Zhou, Dianning He, Yahui Zhang, Liang Guo, Dingchang Zheng:
Validation of an Adaptive Transfer Function Method to Estimate the Aortic Pressure Waveform. 1599-1606 - Jun Zhang, Mingxia Liu, Le An, Yaozong Gao, Dinggang Shen:
Alzheimer's Disease Diagnosis Using Landmark-Based Features From Longitudinal Structural MR Images. 1607-1616 - Geetha Soujanya V. N. Chilla, Cher Heng Tan, Chueh-Loo Poh:
Deformable Registration-Based Super-resolution for Isotropic Reconstruction of 4-D MRI Volumes. 1617-1624 - Yue Huang, Han Zheng, Chi Liu, Xinghao Ding, Gustavo K. Rohde:
Epithelium-Stroma Classification via Convolutional Neural Networks and Unsupervised Domain Adaptation in Histopathological Images. 1625-1632 - Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao:
DeepPap: Deep Convolutional Networks for Cervical Cell Classification. 1633-1643 - Yuehua Liu, Feilong Cao, Jianwei Zhao, Jianjun Chu:
Segmentation of White Blood Cells Image Using Adaptive Location and Iteration. 1644-1655 - Ivica Kopriva, Wei Ju, Bin Zhang, Fei Shi, Dehui Xiang, Kai Yu, Ximing Wang, Ulas Bagci, Xinjian Chen:
Single-Channel Sparse Non-Negative Blind Source Separation Method for Automatic 3-D Delineation of Lung Tumor in PET Images. 1656-1666 - Shuxia Zhu, Fei Shi, Dehui Xiang, Weifang Zhu, Haoyu Chen, Xinjian Chen:
Choroid Neovascularization Growth Prediction With Treatment Based on Reaction-Diffusion Model in 3-D OCT Images. 1667-1674 - Pegah Kharazmi, Mohammed I. AlJasser, Harvey Lui, Z. Jane Wang, Tim K. Lee:
Automated Detection and Segmentation of Vascular Structures of Skin Lesions Seen in Dermoscopy, With an Application to Basal Cell Carcinoma Classification. 1675-1684 - Euijoon Ahn, Jinman Kim, Lei Bi, Ashnil Kumar, Changyang Li, Michael J. Fulham, David Dagan Feng:
Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images. 1685-1693 - Chuang Wang, Ya Xing Wang, Yongmin Li:
Automatic Choroidal Layer Segmentation Using Markov Random Field and Level Set Method. 1694-1702 - Marco De Pasquale, Travis J. Moss, Sergio Cerutti, James Forrest Calland, Douglas E. Lake, J. Randall Moorman, Manuela Ferrario:
Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values. 1703-1710 - Ryan S. Mattfeld, Eric R. Muth, Adam W. Hoover:
Measuring the Consumption of Individual Solid and Liquid Bites Using a Table-Embedded Scale During Unrestricted Eating. 1711-1718 - Bobak Mortazavi, Nihar Desai, Jing Zhang, Andreas Coppi, Fred Warner, Harlan M. Krumholz, Sahand Negahban:
Prediction of Adverse Events in Patients Undergoing Major Cardiovascular Procedures. 1719-1729 - Fen Miao, Nan Fu, Yuan-Ting Zhang, Xiao-Rong Ding, Xi Hong, Qingyun He, Ye Li:
A Novel Continuous Blood Pressure Estimation Approach Based on Data Mining Techniques. 1730-1740 - Rosa Sánchez-Guerrero, Florina Almenárez Mendoza, Daniel Díaz Sánchez, Patricia Arias Cabarcos, Andrés Marín López:
Collaborative eHealth Meets Security: Privacy-Enhancing Patient Profile Management. 1741-1749 - Daniel Kelly, Kevin Curran, Brian Caulfield:
Automatic Prediction of Health Status Using Smartphone-Derived Behavior Profiles. 1750-1760
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