Table of Contents

• Using Unstructured Data to Identify Readmitted PatientsMajid Rastegar-Mojarad, Jenna K. Lovely, Joshua J. Pankratz, Sunghwan Sohn, Donna M. Ihrke, Amit Merchea, David W. Larson, Hongfang Liu. 1-4 [doi]
• Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural NetworksRamakanth Kavuluru, Anthony Rios, Tung Tran. 5-12 [doi]
• Exploring the Performance of Stacking Classifier to Predict Depression Among the ElderlyEun Sung Lee. 13-20 [doi]
• On Mapping Textual Queries to a Common Data ModelSijia Liu, Yanshan Wang, Na Hong, Feichen Shen, Stephen T. Wu, William R. Hersh, Hongfang Liu. 21-25 [doi]
• Visual FHIR: An Interactive Browser to Navigate HL7 FHIR SpecificationNa Hong, Kui Wang, Lixia Yao, Guoqian Jiang. 26-30 [doi]
• CVRT: Cognitive Visual Recognition TrackerMatthew Velazquez, Yugyung Lee. 31-38 [doi]
• Oro Vision: Deep Learning for Classifying Orofacial DiseasesRajaram Anantharaman, Vidya Anantharaman, Yugyung Lee. 39-45 [doi]
• Predictive Modeling of Therapy Decisions in Metastatic Breast Cancer with Recurrent Neural Network Encoder and Multinomial Hierarchical Regression DecoderYinchong Yang, Peter A. Fasching, Volker Tresp. 46-55 [doi]
• Multitask LS-Svm for Predicting Bleeding and Re-operation Due to BleedingChe Ngufor, Dennis H. Murphree, Sudhindra Upadhyaya, Jyotishman Pathak, Daryl J. Kor. 56-65 [doi]
• A Large-Scale Exploration of Factors Affecting Hand Hygiene Compliance Using Linear Predictive ModelsMichael T. Lash, Jason Slater, Philip M. Polgreen, Alberto M. Segre. 66-73 [doi]
• Construction of Discharge Summaries ClassifierShusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano. 74-82 [doi]
• A Machine Learning Algorithm for Identifying Atopic Dermatitis in Adults from Electronic Health RecordsErin Gustafson, Jennifer Pacheco, Firas H. Wehbe, Jonathan Silverberg, William Thompson. 83-90 [doi]
• A Process-Oriented Approach for Supporting Clinical Decisions for Infection ManagementBernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Roque Marín, Francisco Palacios. 91-100 [doi]
• Electrooculography Based iOS Controller for Individuals with Quadriplegia or Neurodegenerative DiseaseBryce O'Bard, Alex Larson, Joshua Herrera, Dominic Nega, Kiran George. 101-106 [doi]
• An Integrated Patient Genomic Information Management and Analysis System for Healthcare ProfessionalsAmal Alzubi, Leming Zhou. 107-113 [doi]
• Assessing STAMP EMR with Electronic Medical Record Related Incident Reports: Case Study: Manufacturer and User Facility Device Experience DatabaseFieran Mason-Blakley, Ryan Habibi, Jens H. Weber, Morgan Price. 114-123 [doi]
• Personal Health Assistance for Elderly People via Smartwatch Based Motion AnalysisRainer Lutze, Klemens Waldhör. 124-133 [doi]
• Spatio-Temporal Optimization of Seasonal Vaccination Using a Metapopulation Model of InfluenzaSrinivasan Venkatramanan, Jiangzhuo Chen, Sandeep Gupta, Bryan L. Lewis, Madhav Marathe, Henning S. Mortveit, Anil Vullikanti. 134-143 [doi]
• Medical Workflow Modeling Using Alignment-Guided State-Splitting HMMSen Yang, Moliang Zhou, Shuhong Chen, Xin Dong, Omar Ahmed, Randall S. Burd, Ivan Marsic. 144-153 [doi]
• Pattern Discovery from Directional High-Order Drug-Drug Interaction RelationsXia Ning, Titus Schleyer, Li Shen, Lang Li. 154-162 [doi]
• Drug-Drug Interactions (DDIs) Detection from On-Line Health Forums: Bi-Submodular Optimization (BSMO)Yan Hu, Rui Wang, Feng Chen. 163-170 [doi]
• Continuous Assessment of Children's Emotional States Using Acoustic AnalysisYuan Gong, Christian Poellabauer. 171-178 [doi]
• Multivariate Hidden Markov Models for Personal Smartphone Sensor Data: Time Series AnalysisWilliam Stephen van der Kamp, Nathaniel David Osgood. 179-188 [doi]
• Pattern Recognition for Automated Healthcare Assessment Using Non-invasive, Ambient SensorsDino Nienhold, Rolf Dornberger, Safak Korkut. 189-197 [doi]
• Note Highlights: Surfacing Relevant Concepts from Unstructured Notes for Health ProfessionalsVanessa López, Joao H. Bettencourt-Silva, Grace McCarthy, Natasha Mulligan, Fabrizio Cucci, Stéphane Deparis, Marco Luca Sbodio, Pierpaolo Tommasi, John Segrave-Daly, Conor Cullen, Ciaran Hennessy, Beth McKeon, Karie Kelly, Russell Olsen, John Dinsmore, Anne-Marie Brady, Nagesh Yadav, Spyros Kotoulas. 198-207 [doi]
• Efficient Bayesian Detection of Disease Onset in Truncated Medical DataBob Price, Lottie Price, Dylan Cashman, Marzieh Nabi. 208-213 [doi]
• Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based PhenotypingJette Henderson, Joyce C. Ho, Abel N. Kho, Joshua C. Denny, Bradley A. Malin, Jimeng Sun, Joydeep Ghosh. 214-223 [doi]
• Breast Cancer Risk Prediction Using Electronic Health RecordsYirong Wu, Elizabeth S. Burnside, Jennifer Cox, Jun Fan, Ming Yuan, Jie Yin, Peggy L. Peissig, Alexander G. Cobian, David Page, Mark Craven. 224-228 [doi]
• Provider-Consumer Anomaly Detection for Healthcare SystemsLuiz F. M. Carvalho, Carlos H. C. Teixeira, Wagner Meira Jr., Martin Ester, Osvaldo Carvalho, Maria Helena Brandao. 229-238 [doi]
• Language-Based Process Phase Detection in the Trauma ResuscitationYue Gu, Xinyu Li, Shuhong Chen, Hunagcan Li, Richard A. Farneth, Ivan Marsic, Randall S. Burd. 239-247 [doi]
• Discovering Quantitative Temporal Functional Dependencies on Clinical DataCarlo Combi, Matteo Mantovani, Pietro Sala. 248-257 [doi]
• Evaluation of Trace Alignment Quality and its Application in Medical Process MiningMoliang Zhou, Sen Yang, Xinyu Li, Shuyu Lv, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd. 258-267 [doi]
• A K-Means Approach to Clustering Disease ProgressionsDuc Thanh Anh Luong, Varun Chandola. 268-274 [doi]
• Fatigue Detection Model for Older Adults Using Eye-Tracking Data Gathered While Watching Video: Evaluation Against Diverse Fatiguing TasksYasunori Yamada, Masatomo Kobayashi. 275-284 [doi]
• Making Sense in the Long Run: Long-Term Health Monitoring in Real LivesJochen Meyer, Elke Beck, Merlin Wasmann, Susanne Boll. 285-294 [doi]
• Wearable Privacy: Skeletons in The Data ClosetByron Lowens, Vivian Genaro Motti, Kelly Caine. 295-304 [doi]
• Trend Displays to Support Critical Care: A Systematic ReviewNoa Segall, Damian Borbolla, Guilherme Del Fiol, Rosalie Waller, Thomas Reese, Paige Nesbitt, Melanie C. Wright. 305-313 [doi]
• User-Centered Mapping of Nurses' Workarounds to Design Principles for Interactive Systems in Home Wound CareDawood Al-Masslawi, Shannon Handfield, Sidney Fels, Rodger Lea, Leanne M. Currie. 314-323 [doi]
• Towards Identifying Informal Caregivers of Alzheimer's and Dementia Patients in Social MediaReda Al-Bahrani, Margaret K. Danilovich, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal. 324 [doi]
• Radiology Clinical Notes Mining Using Weighted Association RulesMohammad Alodadi. 325 [doi]
• Feasibility of Internet of Things Technologies to Support AgingYong K. Choi. 326 [doi]
• An Efficient Approach of Outbreak Preparedness for DengueNirosha Sumanasinghe Dinayadura, Armin R. Mikler, Jayantha Muthukudage. 327 [doi]
• Approximate Temporal Functional Dependencies on Clinical DataMatteo Mantovani. 328 [doi]
• Towards Reliable Wearable-User IdentificationSudip Vhaduri, Christian Poellabauer. 329 [doi]
• Detecting and Treating Mental Illness on Social NetworksAkkapon Wongkoblap, Miguel A. Vadillo, Vasa Curcin. 330 [doi]
• Off-Label Drug Use Detection Based on Heterogeneous Network MiningMengnan Zhao. 331 [doi]
• Physiology-Aware Rural Ambulance RoutingMohammad Hosseini, Richard B. Berlin Jr., Lui Sha. 332-337 [doi]
• SNaReSim: Synthetic Nanopore Read SimulatorPhilippe C. Faucon, Parithi Balachandran, Sharon M. Crook. 338-344 [doi]
• Bridging the Gap: A Reference Information Exchange Architecture for Fusion ImagingMax Taggart, Mark Evans, Guilherme Del Fiol, Derek Mann, Matt Leavitt. 345-350 [doi]
• Computable AdherenceSimon Diemert, Jens H. Weber, Morgan Price. 351-356 [doi]
• Integration of Accountable Care Organization and Additional Hospital Data into CMS Referral Analytics SystemBoshu Ru, Qingxin Wu, Xin Wang, Lixia Yao, Yugang Jia. 357-361 [doi]
• Interconnected Personal Health Record Ecosystem Using IoT Cloud Platform and HL7 FHIRJaeki Hong, Peter Morris, Jonghwa Seo. 362-367 [doi]
• MRSA Transmission in a Personal Care Home Facility: A Spatially Explicit Agent Based Modeling ApproachNarjes Shojaati, Mustafa Andkhoie, Osagie Osemwegie, Nathaniel D. Osgood. 368-373 [doi]
• Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes NetworksWonsuk Oh, Pranjul Yadav, Vipin Kumar, Pedro J. Caraballo, M. Regina Castro, Michael S. Steinbach, György J. Simon. 374-379 [doi]
• Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry DataYing Liu, Brent Logan, Ning Liu, Zhiyuan Xu, Jian Tang, Yangzhi Wang. 380-385 [doi]
• Code2Vec: Embedding and Clustering Medical Diagnosis DataDavid Kartchner, Tanner Christensen, Jeffrey Humpherys, Sean Wade. 386-390 [doi]
• Deep Learning Based Recognition of Meltdown in Autistic KidsVenkata Sindhoor Preetham Patnam, Feba Thankachan George, Kiran George, Abhishek Verma. 391-396 [doi]
• An Adaptive Differential Privacy Algorithm for Range Queries over Healthcare DataAsma Alnemari, Carol J. Romanowski, Rajendra K. Raj. 397-402 [doi]
• Disease Comorbidity Linkages between MEDLINE and Patient DataTejaswi Rohit Anupindi, Padmini Srinivasan. 403-408 [doi]
• Forecasting Influenza Levels Using Real-Time Social Media StreamsKathy Lee, Ankit Agrawal, Alok N. Choudhary. 409-414 [doi]
• MyHealthToday: Helping Patients with their Healthschedule Using a 24-Hour Clock VisualizationRobin De Croon, Bruno De Lemos Ribeiro Pinto Cardoso, Katrien Verbert. 415-420 [doi]
• A Novel Steady-State Visually Evoked Potential (SSVEP) Based Brain Computer Interface Paradigm for Disabled IndividualsDivya Geethakumari Anil, Krupal Sureshbhai Mistry, Vaibhav Palande, Kiran George. 421-428 [doi]
• Unpacking Happiness: Lessons from Smartphone Photography Among College StudentsYu Chen 0008, Gloria Mark, Sanna Ali, Xiaojuan Ma. 429-438 [doi]
• Approaching the Design of an Information Display to Support Critical CareThomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir, Joseph Tonna, Noa Segall, Paige Nesbitt, Rosalie Waller, Damian Borbolla, Eugene Moretti, Melanie C. Wright. 439-443 [doi]
• Detecting Key Drivers for Long Length of Stay in Emergency RoomsEran Simhon, Yugang Jia. 444-447 [doi]
• Managing Environments for Healthcare Information Systems Using Enterprise Application IntegrationChang L. Kim. 448-451 [doi]
• Structured Information Displays for the Comparison of Clinical TrialsJiantao Bian, Prasad Unni, Damian Borbolla, Charlene Weir, Thomas Reese, Jacob Wan, Guilherme Del Fiol. 452 [doi]
• Reference Website Use Patterns of Poison Control Center SpecialistsJia-Wen Guo, Heather Bennett, Barbara I. Crouch, Mollie R. Cummins. 453 [doi]
• The Impact of Online Social Capital on Twitter Users At-Risk for SuicideCarl L. Hanson, Katie Meek, Emma Hunt, Megan Searles, Michael Barnes, Christophe G. Giraud-Carrier. 454 [doi]
• Systematic Review of mHealth Interventions Involving Fitbit Activity Tracking DevicesAtreya Mishra, Antonio Nieto, Spyros Kitsiou. 455 [doi]
• Creating a Labeled Dataset for Medical Misinformation in Health ForumsAlexander Kinsora, Kate Barron, Qiaozhu Mei, V. G. Vinod Vydiswaran. 456-461 [doi]
• Medical Concept Normalization for Online User-Generated TextsKathy Lee, Sadid A. Hasan, Oladimeji Farri, Alok N. Choudhary, Ankit Agrawal. 462-469 [doi]
• Exploring Timelines of Confirmed Suicide Incidents Through Social MediaXiaolei Huang, Linzi Xing, Jed R. Brubaker, Michael J. Paul. 470-477 [doi]
• An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample WeightingMohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang, James Leiter, Daniel C. Lu, Majid Sarrafzadeh. 478-483 [doi]
• On Consolidated Predictive Model of the Natural History of Breast Cancer Considering Primary Tumor and Primary Distant Metastases GrowthElla Y. Tyuryumina, Alexey A. Neznanov. 484-489 [doi]
• Supervised Machine Learning to Predict Follow-Up Among Adjuvant Endocrine Therapy PatientsMorgan Harrell, Mia Levy, Daniel Fabbri. 490-495 [doi]
• Determining Associations with Word Embedding in Heterogeneous Network for Detecting Off-Label Drug UsesChristopher C. Yang, Mengnan Zhao. 496-501 [doi]
• A Flexible Parental Engaged Consent Model for the Secondary Use of Their Infant's Physiological Data in the Neonatal Intensive Care ContextYvonne Choi, Carolyn McGregor. 502-507 [doi]
• Detecting Cognitive Distortions Through Machine Learning Text AnalyticsT. Simms, C. Ramstedt, M. Rich, M. Richards, T. Martinez, C. Giraud-Carrier. 508-512 [doi]
• Cost Reduction via Patient Targeting and Outreach: A Statistical ApproachDavid Kartchner, Andy Merrill, Jonathan Wrathall. 513-517 [doi]
• Catching Zika Fever: Application of Crowdsourcing and Machine Learning for Tracking Health Misinformation on TwitterAmira Ghenai, Yelena Mejova. 518 [doi]
• Heterogenous Knowledge Discovery from Medical Data OntologiesGaurang Gavai, Marzieh Nabi, Danny Bobrow, Saied Shahraz. 519-523 [doi]
• Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep LearningRahul Krishnan Pathinarupothi, Dhara Prathap J, Ekanath Srihari Rangan, E. Gopalakrishnan, Vinaykumar R., Soman K. P. 524-529 [doi]
• Signal Analysis for Voice Evaluation in Parkinson's DiseaseDomenico Mirarchi, Patrizia Vizza, Giuseppe Tradigo, Nicola Lombardo, Gennarina Arabia, Pierangelo Veltri. 530-535 [doi]
• A Robot a Day Keeps the Blues AwayCasey C. Bennett, Selma Sabanovic, Jennifer A. Piatt, Shinichi Nagata, Lori Eldridge, Natasha Randall. 536-540 [doi]
• Evaluation of Sensing and Processing Parameters for Human Action RecognitionXiao Bo, Alan Huebner, Christian Poellabauer, Megan K. O'Brien, Chaithanya Krishna Mummidisetty, Arun Jayaraman. 541-546 [doi]
• Diagnosis on Mild Cognitive Impairment Patients for Alzheimer Disease with Missing DataFei Gao, Jing Li, Teresa Wu, Kewei Chen, Fleming Lure, David Weidman. 547-551 [doi]
• Automated EEG-Based Epileptic Seizure Detection Using Deep Neural NetworksJavad Birjandtalab, Mehrdad Heydarzadeh, Mehrdad Nourani. 552-555 [doi]
• Predicting High-Order Directional Drug-Drug Interaction RelationsXia Ning, Li Shen, Lang Li. 556-561 [doi]
• Position Article on Integrating Data and Model to Understand Disease InteractionsMarzieh Nabi, Adam Arvay, Matthew Klenk, Gaurang Gavai, Daniel G. Bobrow, Johan DeKleer. 562-567 [doi]
• Extracting Intrauterine Device Usage from Clinical Texts Using Natural Language ProcessingJianlin Shi, Danielle L. Mowery, Mingyuan Zhang, Jessica Sanders, Wendy W. Chapman, Lori Gawron. 568-571 [doi]
• Application of Cognitive Load Theory to the Design and Evaluation of Usability Study of mHealth Applications: Opportunities and ChallengesRumei Yang, Wei Wei, Mollie R. Cummins. 572 [doi]
• Semi-Synthetic Trauma Resuscitation Process Data GeneratorSen Yang, Yichen Zhou, Yifeng Guo, Richard A. Farneth, Ivan Marsic, Randall S. Burd. 573 [doi]
• Descriptive Analysis of Communication Patterns Between a Local Poison Control Center and Community Emergency DepartmentsVictoria L. Tiase, Barbara Crouch, Heather Bennett, Cindy Weng, Rumei Yang, Mollie R. Cummins. 574 [doi]