Abstract is missing.
- A Process Mining and Text Analysis Approach to Analyse the Extent of Polypharmacy in Medical PrescribingPhilip Weber, Ruth Backman, Ian Litchfield, Mark Lee. 1-11 [doi]
- A Data Quality Framework for Process Mining of Electronic Health Record DataFrank Fox, Vishal R. Aggarwal, Helen Whelton, Owen Johnson. 12-21 [doi]
- Exploiting OHC Data with Tensor Decomposition for Off-Label Drug Use DetectionMengnan Zhao, Christopher C. Yang. 22-28 [doi]
- Process Mining the Trauma Resuscitation Patient CohortsSen Yang, Fei Tao, Jingyuan Li, Dawei Wang, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd. 29-35 [doi]
- Intention Mining in Medical Process: A Case Study in Trauma ResuscitationSen Yang, Weiqing Ni, Xin Dong, Shuhong Chen, Richard A. Farneth, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd. 36-43 [doi]
- Using Clinical Narratives and Structured Data to Identify Distant Recurrences in Breast CancerZexian Zeng, Ankita Roy, Xiaoyu Li, Sasa Espino, Susan Clare, Seema Khan, Yuan Luo. 44-52 [doi]
- Gamification and Serious Games in a Healthcare Informatics ContextRobin De Croon, Davina Wildemeersch, Joris Wille, Katrien Verbert, Vero Vanden Abeele. 53-63 [doi]
- Towards Precision Behavioral Medicine with IoT: Iterative Design and Optimization of a Self-Management Tool for Type 1 DiabetesPeng Zhang 0034, Douglas C. Schmidt, Jules White, Shelagh Mulvaney. 64-74 [doi]
- A Study Using the In-Depth Interview Approach to Understand Current Practices in the Management of Personal Health Information and Privacy ComplianceMaha Aljohani, James Blustein. 75-86 [doi]
- Towards a Method for Enterprise Mobility Management (EMM) in HealthcareMike Krey. 87-97 [doi]
- Defining the Functional Requirements for the NFC-Based Medication Administration and Clinical Communication SystemMaali Alabdulhafith, Srinivas Sampalli. 98-102 [doi]
- Opportunistic Discovery of Personal Places Using Smartphone and Fitness Tracker DataSudip Vhaduri, Christian Poellabauer. 103-114 [doi]
- Camera-Based Peripheral Edema Measurement Using Machine LearningJunbo Chen, Tingyu Mao, Yunlei Qiu, Duoying Zhou, Zoran Kostic. 115-122 [doi]
- Quantifying Subjective Well-Being Using Trends in Weekend ActivityLouis Faust, David Hachen, Omar Lizardo, Nitesh V. Chawla. 123-129 [doi]
- A Multilevel Predictive Model for Detecting Social Network Users with DepressionAkkapon Wongkoblap, Miguel A. Vadillo, Vasa Curcin. 130-135 [doi]
- Variable Selection for Chronic Disease Outcome Prediction Using a Causal Inference Technique: A Preliminary StudyJohn Richard Lee, Bilal Chughtai, Rema Padman. 136-143 [doi]
- Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical DataOliver Ren, Alistair E. W. Johnson, Eric P. Lehman, Matthieu Komorowski, Jerome Aboab, Fengyi Tang, Zach Shahn, Daby Sow, Roger G. Mark, Li-Wei H. Lehman. 144-151 [doi]
- Explaining Therapy Predictions with Layer-Wise Relevance Propagation in Neural NetworksYinchong Yang, Volker Tresp, Marius Wunderle, Peter A. Fasching. 152-162 [doi]
- Learning a Dynamic-Based Representation for Multivariate Biomarker Time Series ClassificationsXi Hang Cao, Chao Han, Zoran Obradovic. 163-173 [doi]
- Motion Sensor-Based Assessment on Fall Risk and Parkinson's Disease Severity: A Deep Multi-Source Multi-Task Learning (DMML) ApproachShuo Yu, Hsinchun Chen, Randall A. Brown, Scott Sherman. 174-179 [doi]
- Human Action Understanding and Movement Error Identification for the Treatment of Patients with Parkinson's DiseaseWenchuan Wei, Carter McElroy, Sujit Dey. 180-190 [doi]
- A Dual-Tree Complex Wavelet Transform Based Convolutional Neural Network for Human Thyroid Medical Image SegmentationHongya Lu, Haifeng Wang, Qianqian Zhang, Daehan Won, Sang-Won Yoon. 191-198 [doi]
- Medical Image Synthesis with Generative Adversarial Networks for Tissue RecognitionQianqian Zhang, Haifeng Wang, Hongya Lu, Daehan Won, Sang-Won Yoon. 199-207 [doi]
- Virtual Patient Model: An Approach for Generating Synthetic Healthcare Time Series DataRittika Shamsuddin, Barbara M. Maweu, Ming Li, Balakrishnan Prabhakaran. 208-218 [doi]
- Early Diagnosis and Prediction of Sepsis Shock by Combining Static and Dynamic Information Using Convolutional-LSTMChen Lin, Yuan Zhang, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne M. Huddleston, Min Chi. 219-228 [doi]
- Recent Temporal Pattern Mining for Septic Shock Early PredictionFarzaneh Khoshnevisan, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne Huddleston, Min Chi. 229-240 [doi]
- Expanding Consumer Health Vocabularies with Frequency-Conserving Internal Context ModelsMunif Ishad Mujib, Christopher C. Yang, Mengnan Zhao, Jake Ryland Williams. 241-246 [doi]
- A Publication-Based Popularity Index (PPI) for Healthcare Dataset RankingJingyi Shi, Mingna Zheng, Lixia Yao, Yaorong Ge. 247-254 [doi]
- Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease DynamicsQi Tan, Jiming Liu 0001, Benyun Shi, Yang Liu 0007, Xiao-Nong Zhou. 255-264 [doi]
- Integrating Patient-Generated Observations of Daily Living into Pediatric Cancer Care: A Formative User Interface Design StudyUdaya Lakshmi, Matthew K. Hong, Lauren Wilcox. 265-275 [doi]
- zCare: Designing a Mobile Application to Support Caregivers of Patients with Congenital Zika SyndromeNiloofar Kalantari, Vivian Genaro Motti. 276-283 [doi]
- Analyzing Abusive Text Messages to Detect Digital Dating AbuseTania Roy, Jerome McClendon, Larry F. Hodges. 284-293 [doi]
- Barriers to the Access and use of Health Information by Individuals with Intellectual and Developmental Disability IDD: A Review of the LiteratureMuneef Alshammari, Owen Doody, Ita Richardson. 294-298 [doi]
- Virtual Reality Course Based on the SAT Counseling Method for Self-Guided Mental HealthcareTatsuya Ito, Takeshi Kamita, Atsuko Matsumoto, Tsunetsugu Munakata, Tomoo Inoue. 299-306 [doi]
- A Novel Kinect-Based Algorithm for Inferring the Position of the Lower Body Joints Using Human Gait PatternSagda E. K. Osman, Guy Hembroff, Marcos Almeida Matos. 307-312 [doi]
- Study of Online Health Discussion Fora for the Detection of Medication MisusesÉlise Bigeard, Natalia Grabar, Frantz Thiessard. 313-322 [doi]
- Electronic System for Chaotic Time Series Prediction Associated to Human DiseaseAna Dalia Pano-Azucena, Esteban Tlelo-Cuautle, Sheldon X.-D. Tan. 323-327 [doi]
- Lessons Learned in the Development of a Computable Phenotype for Response in Myeloproliferative NeoplasmsEvan Sholle, Spencer Krichevsky, Joseph Scandura, Claudia Sosner, Thomas R. Campion Jr.. 328-331 [doi]
- Contributions to the Acquisition of Heart Rate and Photoplethysmography Signal Using a Real-Time SoftwarePedro Henrique de Brito Souza, Israel Machado Brito Souza, Tharcis Pereira Sacramento, Patricia Candida de Matos Lima Martins, Priscila Valverde de Oliveira Vitorino, Gabrielly Craveiro Ramos, Talles Marcelo Goncalves de Andrade Barbosa, Adson Ferreira da Rocha. 332-337 [doi]
- Electromyography Based Orthotic Arm and Finger Rehabilitation SystemJose Gotuzzo, Sonny Vu, Sharlyn Dee, Kiran George. 338-339 [doi]
- Med Conformity: Enhance Adherence with Prescription OpioidsJoseph Miles, Nafees Qamar. 340-341 [doi]
- Context-Aware Analysis Scheduling in Wireless Body Area NetworksJoseph Reeves, Ming Li. 342-344 [doi]
- An Efficient Algorithm to Enhance the Quality of Digital Image Using Numerical and Computational AnalysisDong-Kyun Kim, Eun Suh Kim, Andrew Kyung. 345-347 [doi]
- In Technology We Trust: Extending TAM from a Healthcare Technology PerspectiveRaja Manzar Abbas, Noel Carroll, Ita Richardson. 348-349 [doi]
- A Gamified Mobile System for Crowdsourcing Video for Autism ResearchHaik Kalantarian, Peter Washington, Jessey Schwartz, Jena Daniels, Nick Haber, Dennis P. Wall. 350-352 [doi]
- Memory Aid Device to Improve Face-Name Memory in Individuals with Alzheimer's DiseaseSanjana Nonavinakere, Juan Aldana, Samuel Sisson, Eligio Cruz, Kiran George. 353-354 [doi]
- LifeGrid: Understanding and Quantifying the Impact of Social Determinants on Chronic Disease for Predictive HealthWilliam M. Southerland, Joseph Wright, Dawn Payne, Gloria Washington. 355-357 [doi]
- Soul Glow: An Application for Helping to Understand and Improve Mental Health Care of HBCU StudentsLucretia Williams, Gloria Washington. 358-360 [doi]
- Patient-Centered Strategies to Increase Participation in Cancer Clinical TrialsLynette Hammond Gerido, Zhe He 0001. 361-362 [doi]
- DNA Methylation Data to Predict Suicidal and Non-Suicidal Deaths: A Machine Learning ApproachRifat Zahan, Ian McQuillan, Nathaniel Osgood. 363-365 [doi]
- Text Classification of Flu-Related Tweets Using FastText with Sentiment and Keyword FeaturesAli Al Essa, Miad Faezipour, Zakhriya Alhassan. 366-367 [doi]
- Comparing Sex-Specific Association Networks of Chronic Medical ConditionsMin Hyung Kim, Yongjun Zhu, Samprit Banerjee, Lauren Evans, Yiye Zhang, Fei Wang, Sang-Min Park, Jyotishman Pathak. 368-370 [doi]
- Clustering of Human Sperm Swimming Patterns in Time-Lapse ImagesJi-Won Choi, Leonardo F. Urbano, Puneet Masson, Matthew VerMilyea, Moshe Kam. 371-373 [doi]
- Analyzing Patterns of Literature-Based Phenotyping Definitions for Text Mining ApplicationsSamar Binkheder, Heng-Yi Wu, Sara K. Quinney, Lang Li 0001. 374-376 [doi]
- A Collaborative Filtering Recommender System in Primary Care: Towards a Trusting Patient-Doctor RelationshipQiwei Han, Inigo Martinez de Rituerto de Troya, Mengxin Ji, Manas Gaur, Leid Zejnilovic. 377-379 [doi]
- Mapping the Treatment Journey for Patients with Prostate CancerVaishnavi Kannan, DuWayne L. Willett, Pamela J. Goad, Claus G. Roehrborn, Mujeeb A. Basit. 380-381 [doi]
- Extracting Key Findings Compared In an Echocardiogram ReportDeyu Sun, Lucas Oliveira, Kirk Spencer. 382-383 [doi]
- Predictive Model for the Incidence of Hyperkalemia for Congestive Heart Failure Patients on SpironolactoneReham Aldakhil, Mouaz Almallah Almallah, Sherif Sakr. 384-385 [doi]
- Deep Learning Model for Classifying Drug Abuse Risk Behavior in TweetsHan Hu, Pranavi Moturu, Kannan Dharan, James Geller, Sophie Iorio, Hai Phan, Huy Vo, Soon Ae Chun. 386-387 [doi]
- Personalize Warfarin Trearment by Optimizing Protocol AssignmentChih-Lin Chi, Xinpeng Shen, Kourosh Ravvaz, John Weissert, Peter J. Tonellato. 388-389 [doi]
- Predictive Models of Sepsis in Adult ICU PatientsRoman Z. Wang, Catherine H. Sun, Philip H. Schroeder, Mawulolo K. Ameko, Christopher C. Moore, Laura E. Barnes. 390-391 [doi]
- A Hybrid Method for Normalization of Medical Concepts in Clinical NarrativeYen Fu Luo, Weiyi Sun, Anna Rumshisky. 392-393 [doi]
- Inclusion and Exclusion of Medical Codes for Primary Care Data ExtractionShao Fen Liang, Xiaohui Sun, Martin Gulliford, Vasa Curcin. 394-395 [doi]
- Using Activity Tracker Data for the Assessment of Physical Activity in Public Health StudiesJochen Meyer, Kai von Holdt, Inna Bragina, Claudia Voelcker-Rehage. 396-397 [doi]
- Brain-Computer Interface Controlled Robotic Arm to Improve Quality of LifePablo Pelayo, Hemamalini Murthy, Kiran George. 398-399 [doi]
- Mathematical Modeling of HPA axis Using Particle Filter AlgorithmAmin Mohammadbagheri, Connie Lillas, Nathaniel D. Osgood. 400-402 [doi]
- VOTA - A Vocal Tract and Training Analysis ToolGiuseppe Tradigo, Patrizia Vizza, Pasquale Lambardi, Silvio Cosoleto, Pietro Hiram Guzzi, Mario Cannataro 0001, Aldo Quattrone, Pierangelo Veltri. 403-404 [doi]
- Identifying Audit Trail Viewer Requirements for User-Focused Design: A Qualitative Focus Group StudyPatrik Satrjeenpong Satrjeenpong, Archana Tapuria, Vasa Curcin, Dipak Kalra. 405-406 [doi]
- Predicting Time to First Treatment in Chronic Lymphocytic Leukemia Using Machine Learning Survival and Classification MethodsDavid Chen, Gaurav Goyal, Ronald Go, Sameer Parikh, Che Ngufor. 407-408 [doi]
- Detection of Inflammation from Temperature Profile Using Arthritis Knee Joint DatasetsParijata Majumdar, Kakali Das, Niharika Nath, Mrinal Kanti Bhowmik. 409-411 [doi]
- Diagnostic Classification of Lung CT Images Using Deep 3D Multi-Scale Convolutional Neural NetworkAhmad Pahlavan Tafti, Fereshteh S. Bashiri, Eric LaRose, Peggy L. Peissig. 412-414 [doi]
- Constructing Fluid Ontology Space for Object-Property Management in the Biomedical SciencesCharles Kronk. 415-416 [doi]
- A Real-Time Hardware-In-The-Loop Testing Platform for Closed-Loop Fluid ResuscitationHossein Mirinejad, Margo Ricks, Bahram Parvinian, Jin-Oh Hahn, Christopher G. Scully. 417-418 [doi]
- Towards Building a Virtual Assistant Health CoachItika Gupta, Barbara Di Eugenio, Brian D. Ziebart, Bing Liu, Ben S. Gerber, Lisa K. Sharp, Rafe Davis, Aiswarya Baiju. 419-421 [doi]
- Patient Engagement Platform for Remote Monitoring of Vestibular Rehabilitation with Applications in Concussion Management and Elderly Fall PreventionJoseph Peter Salisbury, Runpeng Liu, Lindsey Marie Minahan, Hye Young Shin, Sai Veda Pramoda Karnati, Shannon E. Duffy, Neha U. Keshav, Ned T. Sahin. 422-423 [doi]
- Assessing the Usability of a Prototype Emergency Medicine Patient-Centered Electronic Health Record DisplayTracy Kim, Ann M. Bisantz, Natalie C. Benda, David LaVergne, Joseph Blumenthal, Daniel J. Hoffman, Karen Chow, Rollin J. Fairbanks, Aaron Zachary Hettinger. 424-425 [doi]
- An Interactive NLP Tool for Signout Note PreparationGaurav Trivedi, Robert Handzel, Shyam Visweswaran, Wendy W. Chapman, Harry Hochheiser. 426-428 [doi]
- Representation Learning of Finding Codes in Structured Echocardiogram ReportingXin Wang, Yugang Jia, Merlijn Sevenster, Thomas A. Forsberg, Lucas Oliveira, Kirk Spencer. 429-431 [doi]
- Data-Driven Clinical Phenotyping of Denosumab Exposure in a Large United States CohortTrang Le, Matthew K. Breitenstein. 432-433 [doi]
- Pattern Similarity in Time Interval SequencesLuca Bonomi, Xiaoqian Jiang. 434-435 [doi]
- Classifying Depressed Users With Multiple Instance Learning from Social Network DataAkkapon Wongkoblap, Miguel A. Vadillo, Vasa Curcin. 436 [doi]
- Discovering Interpretable Medical Workflow ModelsJingyuan Li, Sen Yang, Shuhong Chen, Fei Tao, Ivan Marsic, Randall S. Burd. 437-439 [doi]
- Patient Disease Identification in Clinical NotesJinhe Shi, Yi Chen, Guodong Gao, P. Kenyon Crowley, William C. Kinsman, Chenyu Ha, Chelsea N. King, Eric Sullivan. 440 [doi]
- Wavelet Transform to Improve Accuracy of a Prediction Model for Overall Survival Time of Brain Tumor Patients Based On MRI ImagesLina Chato, Erik Chow, Shahram Latifi. 441-442 [doi]
- ECG Heartbeat Classification: A Deep Transferable RepresentationMohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh. 443-444 [doi]
- An Interactive Tutorial on Simulated Pharmacogenomic Clinical TrialsKourosh Ravvaz, John Weissert. 445 [doi]
- Is the Best Model Also the Right Solution?Mark R. Kanner, Sylvie Lardeux, Foruhar Shiva. 446 [doi]
- Interpretable Machine Learning in HealthcareMuhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert. 447 [doi]
- Towards Interactive Natural Language Processing in Clinical CareGaurav Trivedi. 448-449 [doi]
- Application of Inertial Measurement Units for Advanced Safety Surveillance System Using Individualized Sensor Technology (ASSIST): A Data Fusion and Machine Learning ApproachAmir Baghdadi. 450-451 [doi]
- The Validity and Reliability of Social Networks as a Source for Idiopathic Pulmonary Fibrosis Patient-Reported OutcomesKim Tran. 452 [doi]
- The Challenges of Using Temporal Representation in Real-World EHR DataKang Lin Hsieh. 453-454 [doi]
- A Comparison Between Two Approaches to Identify Opioid Use Problems: ICD-9 vs. Text-Mining ApproachAbdullah H. Alzeer, Jay S. Patel, Brian E. Dixon, Matthew Bair, Josette Jones. 455-456 [doi]
- Camera-Based Peripheral Edema Measurement Using Machine LearningJunbo Chen, Tingyu Mao. 457-458 [doi]
- Mental Health Analysis Via Social Media DataAmir Hossein Yazdavar, Mohammad Saeid Mahdavinejad, Goonmeet Bajaj, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit P. Sheth. 459-460 [doi]
- Mining Temporal Patterns from Sequential Healthcare DataFaezeh Movahedi, Yiye Zhang, Rema Padman, James F. Antaki. 461-462 [doi]
- Architectures and Patterns for Leveraging High-Frequency, Low-Fidelity Data in the Healthcare DomainPeng Zhang 0034, Jules White, Douglas C. Schmidt. 463-464 [doi]
- Enabling Effective Data Interaction for Domain ExpertsProtiva Rahman, Courtney Hebert, Arnab Nandi 0001. 465-466 [doi]
- Machine Learning Methods for Disease Prediction with Claims DataTanner Christensen, Abraham Frandsen, Seth Glazier, Jeffrey Humpherys, David Kartchner. 467-4674 [doi]