Table of Contents

• SSVEP recognition using discriminative score fusion and transformation for portable brain computer interfaceOmid Dehzangi, Muhamed Farooq. 1-4 [doi]
• Phase-based cortico-cortical connectivity mapping in motor cortex of nonhuman primateReena Patil, Ege Iseri, Stavros Zanos, Eberhard E. Fetz, Yusuf Ozturk. 5-8 [doi]
• Multi-modal driver drowsiness detection: A feasibility studyAlia Lemkaddem, Ricard Delgado-Gonzalo, E. Turetken, S. Dasen, V. Moser, C. Gressum, Josep Solà, Damien Ferrario, Christophe Verjus. 9-12 [doi]
• A wearable monitoring system for at-home stroke rehabilitation exercises: A preliminary studyHee-Tae Jung, Joonwoo Park, Jugyeong Jeong, Taekyeong Ryu, Yangsoo Kim, Sunghoon I. Lee. 13-16 [doi]
• Activity and circadian rhythm of sepsis patients in the Intensive Care UnitAnis Davoudi, Duane B. Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C. Brakenridge, Todd M. Manini, Parisa Rashidi. 17-20 [doi]
• Monitoring and evaluation of ingestive activitiesEman A. Hassan, Mohamed S. Elbially, Ahmed A. Morsy. 21-24 [doi]
• Non-contact measurements of diaphragm electromyogram, electrocardiogram and respiratory variations with sheet-type fabric electrodes for neonatal monitoringHayato Uesawa, Tomoya Takehara, Akinori Ueno. 25-28 [doi]
• Spatially-resolved estimation of personal dosage of airborne particulates for ambulatory subjects using wearable sensorsD. K. Arvind, C. A. Bates, D. J. Fischer, Janek Mann. 29-32 [doi]
• Severity classification of obstructive sleep apnea using only heart rate variability measures with an ensemble classifierMd Juber Rahman, Ruhi Mahajan, Bashir I. Morshed. 33-36 [doi]
• Assessment of gait normality using a depth camera and mirrorsTrong-Nguyen Nguyen, Huu-Hung Huynh, Jean Meunier. 37-41 [doi]
• Behavioral analysis of turbulent exhale flowsShane Transue, Sayed Mohsin Reza, Ann C. Halbower, Min-Hyung Choi. 42-45 [doi]
• Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary studyEleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, Efrosini Papadaki. 46-49 [doi]
• Fuzzy entropy spectrum analysis for biomedical signals de-noisingHong-Bo Xie, Tianruo Guo. 50-53 [doi]
• Learning a physical activity classifier for a low-power embedded wrist-located deviceRicard Delgado-Gonzalo, Philippe Renevey, Adrian Tarniceriu, Jakub Parák, Mattia Bertschi. 54-57 [doi]
• Impact of suppressed tremor: Is suppression of proximal joints sufficient?Yue Zhou, Mary E. Jenkins, Michael D. Naish, Ana Luisa Trejos. 58-61 [doi]
• Preliminary results on transthoracic bioimpedance measurements with a variety of electrode materialsNatasa Reljin, Hugo F. Posada-Quintero, Yeon-Sik Noh, Caitlin Eaton Robb, Tanya Dimitrov, Laura Murphy, Jarno Riistama, Ki H. Chon. 62-65 [doi]
• Autonomous gait speed estimation using 24GHz FMCW radar technologyAmeneh Boroomand, George Shaker, Plinio P. Morita, Alexander Wong, Jennifer Boger. 66-69 [doi]
• A study on IMU-based stride length estimation for motor disabled subjects: A comparison under different calculation methods of rotation matrixTakashi Watanabe, Tasuku Miyazawa, Jun Shibasaki. 70-73 [doi]
• Fast and efficient genotype encoding using sparse 2D bitmaps for database-driven genomics applicationsAhmad Al Kawam, Aniruddha Datta. 74-78 [doi]
• Developing a novel noise artifact detection algorithm for smartphone PPG signals: Preliminary resultsSyed Khairul Bashar, Dong Han, Apurv Soni, David D. McManus, Ki H. Chon. 79-82 [doi]
• Towards fully instrumented and automated assessment of motor function testsValeria De Luca, Amir Muaremi, Oonagh M. Giggins, Lorcan Walsh, Ieuan Clay. 83-87 [doi]
• A sensor data collection environment for clinical trials investigating health effects of airborne pollutionD. K. Arvind, C. A. Bates, D. J. Fischer, Janek Mann. 88-91 [doi]
• Unsupervised detection of epileptic seizures from EEG signals: A channel-specific analysis of long-term recordingsKostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Georgios Rigas, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis. 92-95 [doi]
• FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG dataVasileios C. Pezoulas, Alkinoos Athanasiou, Guido Nolte, Michalis E. Zervakis, Antonio Fratini, Dimitrios I. Fotiadis, Manousos A. Klados. 96-99 [doi]
• Deep EEG super-resolution: Upsampling EEG spatial resolution with Generative Adversarial NetworksIsaac A. Corley, Yufei Huang. 100-103 [doi]
• A hierarchical LSTM model with attention for modeling EEG non-stationarity for human decision predictionMd Musaddaqul Hasib, Tapsya Nayak, Yufei Huang. 104-107 [doi]
• A pervasive and sensor-free Deep Learning system for Parkinsonian gait analysisJerry Ajay, Chen Song, Aosen Wang, Jeanne Langan, Zhinan Li, Wenyao Xu. 108-111 [doi]
• Pattern analysis and classification of blood oxygen saturation signals with nonlinear dynamics featuresTuan D. Pham. 112-115 [doi]
• A hybrid feature extraction method to detect Atrial Fibrillation from single lead ECG recordingRuhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic. 116-119 [doi]
• Inverse ECG modeling with spatiotemporal regularization for the characterization of myocardial infarctionsBing Yao, Rui Zhu, Hui Yang. 120-123 [doi]
• A deep multi-task learning approach for ECG data analysisJinlong Ji, Xuhui Chen, Changqing Luo, Pan Li 0001. 124-127 [doi]
• Free-living eating event spotting using EMG-monitoring eyeglassesRui Zhang 0027, Oliver Amft. 128-132 [doi]
• Detection of beat-to-beat intervals from wrist photoplethysmography in patients with sinus rhythm and atrial fibrillation after surgeryAdrian Tarniceriu, Jarkko Harju, Antti Vehkaoja, Jakub Parák, Ricard Delgado-Gonzalo, Philippe Renevey, Arvi Yli-Hankala, Ilkka Korhonen. 133-136 [doi]
• Recognizing affective state patterns using regularized learning with nonlinear dynamical features of EEGMiaolin Fan, Chun-An Chou. 137-140 [doi]
• Two electrode based healthcare device for continuously monitoring ECG and BIA signalsSeung-chul Shin, Sangyeop Lee, Taeho Lee, Kyoungwoo Lee, Yong Seung Lee, Hong-Goo Kang. 141-144 [doi]
• A signal quality index for ballistocardiogram recordings based on electrocardiogram RR intervals and matched filteringA. Ozan Bicen, Omer T. Inan. 145-148 [doi]
• Energy-efficient ECG compression in wearable body sensor network by leveraging empirical mode decompositionHui Huang, Shiyan Hu, Ye Sun. 149-152 [doi]
• Remote heart rate variability for emotional state monitoringYannick Benezeth, Peixi Li, Richard Macwan, Keisuke Nakamura, Randy Gomez, Fan Yang. 153-156 [doi]
• Sensitivity analysis of wearable textiles for ECG sensingWenxin Tong, Chen Kan, Hui Yang. 157-160 [doi]
• A predictive framework for ECG signal processing using controlled nonlinear transformationJiaming Chen, Abolfazl Razi. 161-165 [doi]
• Translating sEMG signals to continuous hand poses using recurrent neural networksFernando Quivira, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus. 166-169 [doi]
• Inferring physical agitation in dementia using smartwatch and sequential behavior modelsRidwan Alam, Martha Anderson, Azziza Bankole, John Lach. 170-173 [doi]
• A big data repository and architecture for managing hearing loss related dataBin Ye, Ioannis Basdekis, Michail Smyrlis, George Spanoudakis, Konstantina Koloutsou. 174-177 [doi]
• Efficient detection of mesial temporal sclerosis using hippocampus and CSF features in MRI imagesHuiquan Wang, S. Nizam Ahmed, Mrinal Mandai. 178-181 [doi]
• Generating target/non-target images of an RSVP experiment from brain signals in by conditional generative adversarial networkYonggun Lee, Yufei Huang. 182-185 [doi]
• Identifying patient-specific trajectories in haemodialysis using Bayesian Hierarchical Gaussian ProcessesTingting Zhu, Glen Wright Colopy, Chris W. Pugh, David A. Clifton. 186-189 [doi]
• Energy-efficient multipath ring network for heterogeneous clustered neuronal arraysAndrei Ardelean, Amir Zjajo, Sumeet S. Kumar, Rene van Leuken. 190-193 [doi]
• Computational analysis of Gefitinib and methylated-hydroxypropylated cyclodextrin inclusion complexes for the treatment of childhood malignanciesKyriaki Hatziagapiou, Maria Braoudaki, Kostas Bethanis, Konstantina Yannakopoulou, Athanasios Anastasiou, Georgia D. Koutsouri, Dimitrios Koutsouris, George I. Lambrou. 194-197 [doi]
• Cloud-based solution for improving usability and interactivity of metagenomic ensemble taxonomic classification methodsAsem Alaa, Ahmed A. Metwally. 198-201 [doi]
• Longitudinal gender-specific differences in the conversion from mild cognitive impairment to Alzheimer's diseaseAngel G. Cadena-Hernandez, Alejandro I. Trejo-Castro, José M. Celaya-Padilla, José G. Tamez-Peña, Antonio Martínez-Torteya. 202-205 [doi]
• A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learningYe Yuan, Guangxu Xun, Fenglong Ma, Qiuling Suo, Hongfei Xue, Kebin Jia, Aidong Zhang. 206-209 [doi]
• P-QRS-T localization in ECG using deep learningHedayat Abrishami, Matthew Campbell, Chia Y. Han, Richard Czosek, Xuefu Zhou. 210-213 [doi]
• DeepVoice: A voiceprint-based mobile health framework for Parkinson's disease identificationHanbin Zhang, Aosen Wang, Dongmei Li, Wenyao Xu. 214-217 [doi]
• Coarse-to-fine multi-task training of convolutional neural networks for automated information extraction from cancer pathology reportsMohammed Alawad, Hong-Jun Yoon, Georgia D. Tourassi. 218-221 [doi]
• Deep learning from electronic medical records using attention-based cross-modal convolutional neural networksBing Leung Patrick Cheung, Deborah Dahl. 222-225 [doi]
• Mortality prediction with self normalizing neural networks in intensive care unit patientsM. A. H. Zahid, Joon Lee. 226-229 [doi]
• Elastic deformations for data augmentation in breast cancer mass detectionEduardo Castro, Jaime S. Cardoso, Jose Costa Pereira. 230-234 [doi]
• Hippocampal and entorhinal cortex volume changes in Alzheimer's disease patients and mild cognitive impairment subjectsS. Leandrou, I. Mamais, Styliani Petroudi, P. A. Kyriacou, Constantino Carlos Reyes-Aldasoro, Constantinos S. Pattichis. 235-238 [doi]
• Non-contact comprehensive breathing analysis using thermal thin mediumBreawn Schoun, Shane Transue, Ann C. Halbower, Min-Hyung Choi. 239-242 [doi]
• Joint capsule segmentation in ultrasound images of the metacarpophalangeal joint using a split and merge approachNelson Martins, Malik Saad Sultan, Diana Veiga, Manuel Ferreira, Miguel Coimbra. 243-246 [doi]
• Bottom up saliency evaluation via deep features of state-of-the-art convolutional neural networksAli Mahdi, Jun Qin. 247-250 [doi]
• Prediction of heart transplant rejection using histopathological whole-slide imagingAdrienne E. Dooley, Li Tong, Shriprasad R. Deshpande, May D. Wang. 251-254 [doi]
• Classification models inspired by multisensory integrationRajesh Amerineni, Lalit Gupta, Resh S. Gupta. 255-258 [doi]
• Kafka interfaces for composable streaming genomics pipelinesFrancesco Versaci, Luca Pireddu, Gianluigi Zanetti. 259-262 [doi]
• On quantification of geometry and topology of protein pockets and channels for assessing mutation effectsWei Tian, Jie Liang. 263-266 [doi]
• Parameter-free adaptive step-size multiobjective optimization applied to remote photoplethysmographyRichard Macwan, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Yadong Wu, Alamin Mansouri. 267-270 [doi]
• HDNA: Energy-efficient DNA sequencing using hyperdimensional computingMohsen Imani, Tarek Nassar, Abbas Rahimi, Tajana Rosing. 271-274 [doi]
• A social cognitive theory-based framework for monitoring medication adherence applied to endocrine therapy in breast cancer survivorsMehdi Boukhechba, Sonia Baee, Alicia L. Nobles, Jiaqi Gong, Kristen J. Wells, Laura E. Barnes. 275-278 [doi]
• County-level geographic distributions of diabetes in relation to multiple factors in the united statesGulzhahan Oraz, Xiao Luo. 279-282 [doi]
• Using multiple sentiment dimensions of nursing notes to predict mortality in the intensive care unitNam Tran, Joon Lee. 283-286 [doi]
• A novel estimation algorithm of evolutionary distance based on the word frequency variation of sequence segmentYong-Joon Song, Dong-Ho Cho. 287-290 [doi]
• Health data privacy: A case of undesired inferencesMark Daniels, Csilla Farkas. 291-294 [doi]
• HEARTEN: An integrated mHealth platform for holistic HF managementGeorgia S. Karanasiou, Evanthia E. Tripoliti, Yorgos Goletsis, Fanis G. Kalatzis, Katerina K. Naka, Roger Fuoco, Wolfram Miekisch, Kostis E. Tzannetis, Stefanos G. Zervos, Joan R. Bausells, Abdelhamid Errachid, Dimitrios I. Fotiadis. 295-298 [doi]
• Cognitive computing for the automated extraction and meaningful use of health data in narrative medical notes: An application to the clinical management of hearing impaired aged patientsGabriella Tognola, Alessandra Murri, Domenico Cuda. 299-302 [doi]
• Development and implementation of nationwide predictive model for admission prevention: System architecture & machine learningWee An Ta, Han Leong Goh, Chuen Seng Tan, Yan Sun, Khin Chaw Yu Aung, Zsin Woon Teoh, Kelvin Bryan Tan, Zheng Yi Lau, John Arputhan Abisheganaden, Kheng Hock Lee, Sweet Fun Wong, Wai Leng Chow, Pranav Vinod Kumar, Zi Chao Choong, Xue Yi Ng, Gia Lee Ang, Kien Leong Chan, Jin Shui Lim, Cheng Ooi Low. 303-306 [doi]
• Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networksAndreas Storvik Strauman, Filippo Maria Bianchi, Karl Øyvind Mikalsen, Michael Kampffmeyer, Cristina Soguero-Ruiz, Robert Jenssen. 307-310 [doi]
• Cardiac function recovery using ejection fraction in the presence of a continuous flow left Ventricular Assist DeviceViswajith S. Vasudevan, Marwan A. Simaan. 311-314 [doi]
• Towards deep anchor learningMads A. Hansen, Karl Øyvind Mikalsen, Michael Kampffmeyer, Cristina Soguero-Ruiz, Robert Jenssen. 315-318 [doi]
• Combinational feature based random forest classification for enhanced bundle branch block beat detectionChen Hao, Sudhakar Sivanesan, Maulik Majmudar, Kuldeep Singh Rajput. 319-322 [doi]
• Long-term blood pressure prediction with deep recurrent neural networksPeng Su, Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Fen Miao, Ni Zhao. 323-328 [doi]
• A decision support system based on rapid progression rules to enhance baseline evaluation of Parkinson's disease patientsKostas M. Tsiouris, Dimitrios A. Gatsios, Georgios Rigas, Spiros Konitsiotis, Angelo Antonini, Dimitrios I. Fotiadis. 329-332 [doi]
• Reinforcement-learning optimal control for type-1 diabetesPhuong D. Ngo, Susan Wei, Anna Holubova, Jan Muzík, Fred Godtliebsen. 333-336 [doi]
• Deep residual neural networks for automated Basal Cell Carcinoma detectionEric Vander Putten, Ameer Kambod, Mobeen Kambod. 337-340 [doi]
• A general method for predicting amino acid residues experiencing hydrogen exchangeBoshen Wang, Alan Perez-Rathke, Renhao Li, Jie Liang. 341-344 [doi]
• Filter pruning of Convolutional Neural Networks for text classification: A case study of cancer pathology report comprehensionHong-Jun Yoon, Sarah Robinson, J. Blair Christian, John X. Qiu, Georgia D. Tourassi. 345-348 [doi]
• Comparison of deep learning based concept representations for biomedical document clusteringSetu Shah, Xiao Luo. 349-352 [doi]
• Assessment of soft-tissue sarcomas perfusion using data-driven techniquesMaria Venianaki, Apostolos Karantanas, Eelco de Bree, Thomas G. Maris, Eleftherios Kontopodis, Katerina Nikiforaki, Ovidio Salvetti, Kostas Marias. 353-356 [doi]
• Changes in driving acceleration pattern variability related to cognitive and physical healthJennifer Howcroft, Bruce Wallace, Rafik A. Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel. 357-360 [doi]
• Implementing a data management infrastructure for big healthcare dataHaridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias. 361-364 [doi]
• Deep learning and handcrafted feature based approaches for automatic detection of angiectasiaKonstantin Pogorelov, Olga Ostroukhova, Andreas Petlund, Pål Halvorsen, Thomas de Lange, Håvard Nygaard Espeland, Tomas Kupka, Carsten Griwodz, Michael Riegler. 365-368 [doi]
• Multi-scale context-aware networks for quantitative assessment of colorectal liver metastasesZhaoyang Xu, Qianni Zhang. 369-372 [doi]
• PDCA: An eHealth service for the management of drug interactions with complementary and alternative medicinesMarios Spanakis, Stelios Sfakianakis, Emmanouil G. Spanakis, George Kallergis, Vangelis Sakkalis. 373-376 [doi]
• An investigation of proteomic data for application in precision medicineKevin Matlock, Saugato Rahman Dhruba, Moazzam Nazir, Ranadip Pal. 377-380 [doi]
• Quantification of biological responses as predictors of cognitive outcome after developmental TBISaman Sargolzaei, Yan Cai, Deborah Lee, Neil G. Harris, Christopher C. Giza. 381-384 [doi]
• Obesity risk factors ranking using multi-task learningLu Wang, Dongxiao Zhu, Elizabeth Towner, Ming Dong. 385-388 [doi]
• CASSIA: An assistant for identifying clinically and statistically significant decreases in antimicrobial susceptibilityM. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, Scott Troppy, Kirthana Beaulac, Shira Doron, Jian Zou. 389-392 [doi]
• Leveraging blockchain for retraining deep learning architecture in patient-specific arrhythmia classificationAmit Juneja, Michael M. Marefat. 393-397 [doi]
• Detecting suppression of negative emotion by time series change of cerebral blood flow using fNIRSMasahiro Honda, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura. 398-401 [doi]
• Sensing-Fi: Wi-Fi CSI and accelerometer fusion system for fall detectionRamin Ramezani, Yubin Xiao, Arash Naeim. 402-405 [doi]
• Evaluation of head pose features for stress detection and classificationGiorgos A. Giannakakis, Dimitris Manousos, Vaggelis Chaniotakis, Manolis Tsiknakis. 406-409 [doi]
• Wearable sensors and machine learning diagnose anxiety and depression in young childrenRyan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik. 410-413 [doi]
• Toward personalized sleep-wake prediction from actigraphyAria Khademi, Yasser El-Manzalawy, Orfeu M. Buxton, Vasant G. Honavar. 414-417 [doi]
• Leveraging health and wellness platforms to understand childhood obesity: A usability pilot of FitSpaceKeith Feldman, Mayra Duarte, Waldo Mikels-Carrasco, Nitesh V. Chawla. 418-421 [doi]
• Physiological changes over the course of cognitive bias modification for social anxietyMehdi Boukhechba, Jiaqi Gong, Kamran Kowsari, Mawulolo K. Ameko, Karl Fua, Philip I. Chow, Yu Huang, Bethany A. Teachman, Laura E. Barnes. 422-425 [doi]
• Context-aware reinforcement learning-based mobile cloud computing for telemonitoringXiaoliang Wang, Wei Wang, Zhanpeng Jin. 426-429 [doi]
• ARIMA-based motor anomaly detection in schizophrenia inpatientsTalia Tron, Yehezkel S. Resheff, Mikhail Bazhmin, Daphna Weinshall, Abraham Peled. 430-433 [doi]
• Cluster-based approach to improve affect recognition from passively sensed dataMawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes. 434-437 [doi]
• Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in childrenThomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel. 438-441 [doi]
• Deep learning based atrial fibrillation detection using wearable photoplethysmography sensorAlireza Aliamiri, Yichen Shen. 442-445 [doi]