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ICHI 2016: Chicago, IL, USA
- 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016, Chicago, IL, USA, October 4-7, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-6117-4
Workshop - Health Data Science: Creation, Analysis and Interpretation
- Nujood Alodadi, Lina Zhou:
Predicting the Helpfulness of Online Physician Reviews. 1-6 - Aron Culotta:
Towards Identifying Leading Indicators of Smoking Cessation Attempts from Social Media. 7-9 - Antonio A. Ginart, Sanmay Das, Jenine K. Harris
, Roger Wong
Drugs or Dancing? Using Real-Time Machine Learning to Classify Streamed "Dabbing" Homograph Tweets. 10-13 - Iris Seaman, Christophe G. Giraud-Carrier:
Prevalence and Attitudes about Illicit and Prescription Drugs on Twitter. 14-17 - Zilu Liang
A Personalized Approach for Detecting Unusual Sleep from Time Series Sleep-Tracking Data. 18-23 - Xi Liu, Lei Liu, Steven J. Simske, Jerry Liu:
Human Daily Activity Recognition for Healthcare Using Wearable and Visual Sensing Data. 24-31 - Lauren Kennedy, Sarah Henrickson Parker:
Timing of Coping Instruction Presentation for Real-Time Acute Stress Management: Long-Term Implications for Improved Surgical Performance. 32-34
Paper Session 1: Healthcare Systems
- Carlo Combi, Barbara Oliboni, Alessandro Zardini
Seamless Design of Decision-Intensive Care Pathways. 35-45 - Mohamed Abomhara, Huihui Yang
Access Control Model for Cooperative Healthcare Environments: Modeling and Verification. 46-54 - Suhair Alshehri
Using Access Control to Mitigate Insider Threats to Healthcare Systems. 55-60 - Mengqi Jin, Hongli Li, Christopher H. Schmid
Using Electronic Medical Records and Physician Data to Improve Information Retrieval for Evidence-Based Care. 61-64 - Yuanjia Wang, Peng Wu, Ying Liu, Chunhua Weng, Donglin Zeng:
Learning Optimal Individualized Treatment Rules from Electronic Health Record Data. 65-71
Paper Session 2: Temporal Analytics
- Alexander Rusanov, Patric V. Prado, Chunhua Weng:
Unsupervised Time-Series Clustering Over Lab Data for Automatic Identification of Uncontrolled Diabetes. 72-80 - Kalia Orphanou
Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis. 81-92 - Cristóbal Esteban, Oliver Staeck, Stephan Baier, Yinchong Yang, Volker Tresp:
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks. 93-101 - Shivaram Poigai Arunachalam
Linking Patient Alone Time and Provider Time to Staffing Levels and LOS at the Emergency Department: A RFID Based Study. 102-105 - Mengnan Zhao, Christopher C. Yang:
Mining Online Heterogeneous Healthcare Networks for Drug Repositioning. 106-112
Paper Session 3: Tools to Support Patient Care
- Raghavi Sakpal, Dale-Marie Wilson, Christine Elnitsky, Katherine Taber, Timothy W. Brearly
Virtual Standardized Patient as a Training Tool for Mild TBI Screening. 113-117 - Lauren Cairco Dukes, Nancy Meehan, Larry F. Hodges:
Usability Evaluation of a Pediatric Virtual Patient Creation Tool. 118-128 - Thomas Schmidt, Annmarie Lassen
A Patient Deterioration Warning System for Boosting Situational Awareness of Monitored Patients. 129-138 - Ann Gledson, Dommy Asfiandy, Joseph Charles Mellor, Thamer Omer Faraj Ba-Dhfari, Gemma Stringer
Combining Mouse and Keyboard Events with Higher Level Desktop Actions to Detect Mild Cognitive Impairment. 139-145 - Remus-Alexandru Dobrican, Denis Zampuniéris:
A Proactive Solution, using Wearable and Mobile Applications, for Closing the Gap between the Rehabilitation Team and Cardiac Patients. 146-155
Paper Session 4: Helping People Help Themselves
- Sudip Vhaduri, Christian Poellabauer
Human Factors in the Design of Longitudinal Smartphone-based Wellness Surveys. 156-167 - Daniel Bjerring Jørgensen, Kasper Hallenborg
Extending Agent Based Telehealth Platform with Activities of Daily Living Reasoning Capabilities. 168-176 - Shivapratap Gopakumar
Forecasting Patient Outflow from Wards having No Real-Time Clinical Data. 177-183 - Jian Liang, Rui Lu, Changshui Zhang, Fei Wang:
Predicting Seizures from Electroencephalography Recordings: A Knowledge Transfer Strategy. 184-191
Paper Session 5: Activity and Tracking
- Yu Chen, Yunan Chen, Mirana Randriambelonoro
Peer Influence on the Engagement of Fitness Tracker Usage: A Diabetic and Obesity Study. 192-197 - Jochen Meyer
Exploring Longitudinal Use of Activity Trackers. 198-206 - EunJeong Cheon, Mohammad Hossein Jarrahi, Norman Makoto Su:
"Technology isn't Always the Best": The Intersection of Health Tracking Technologies and Information Practices of Digital Natives. 207-215 - Jon Ram Bruun-Pedersen
Going Outside While Staying Inside - Exercise Motivation with Immersive vs. Non-immersive Recreational Virtual Environment Augmentation for Older Adult Nursing Home Residents. 216-226 - Fatema Akbar
#Sleep_as_Android: Feasibility of Using Sleep Logs on Twitter for Sleep Studies. 227-233
Paper Session 6: Medical Information Exchange, Mining in Networks and EHR
- Ahmed Ibrahim, Baban A. Mahmood
A Secure Framework for Medical Information Exchange (MI-X) between Healthcare Providers. 234-243 - Haodong Yang, Christopher C. Yang:
Discovering Drug-Drug Interactions and Associated Adverse Drug Reactions with Triad Prediction in Heterogeneous Healthcare Networks. 244-254 - A. Ravishankar Rao, Daniel J. B. Clarke
A fully integrated open-source toolkit for mining healthcare big-data: architecture and applications. 255-261 - Asif Salekin, John A. Stankovic:
Detection of Chronic Kidney Disease and Selecting Important Predictive Attributes. 262-270 - Keith Feldman
Mining the Clinical Narrative: All Text are Not Equal. 271-280
Industry Track
- Ling Jiang, Christopher C. Yang:
Personalized Recommendation in Online Health Communities with Heterogeneous Network Mining. 281-284 - Don Roosan, Matthew H. Samore, Makoto Jones, Yarden Livnat, Justin Clutter:
Big-Data Based Decision-Support Systems to Improve Clinicians' Cognition. 285-288 - Xin Wang, Qingxin Wu, Xu Liu, Yugang Jia, Nathan Cohen:
Improvements on the Effectiveness and Scalibility of CMS Referral Analytics System. 289-292 - Jeffrey Wood, Katherine Crew, Rita Kukafka
A Comprehensive Informatics Framework to Increase Breast Cancer Risk Assessment and Chemoprevention in the Primary Care Setting. 293-296 - Anthony Faiola, Elizabeth Lerner Papautsky, Min Joo:
Supporting Patient Healing through ICUsmartCARE: Technologies that Enable Family Collaboration, Presence, and Information Flow. 297-300
Poster Session 1
- Vincent Micheal Kiberu:
E-Health Readiness Assessment in Uganda: Integration of Telemedicine Services into Public Healthcare System. 301 - Sijia Liu
LabLinker: Finding Links of Laboratory Test Results between Structured Records and Clinical Notes. 302 - Mingkun Gao, Liu Yuan, Wai-Tat Fu:
An Interactive Retrieval Framework for Online Health Information. 303 - Hsuan-Man Chen, Chi-Kang Chen, Hsin-I Wu, Ren-Song Tsay:
Poster Paper: An Accurate Crowdsourcing-Based Adaptive Fall Detection Approach Using Smart Devices. 304 - Mengnan Zhao, Christopher C. Yang, Johannes Thrul, Danielle Ramo:
Patterns of Interaction within Smoking Cessation Groups on Facebook: A Social Network Analysis. 305 - Samantha Crossfield
Large Scale Infrastructure for Health Data Analytics. 306 - Morcous Massoud:
Medical Diagnostics Reusable Knowledge Components. 307 - Cheng-Yi Yang, Ming-Chieh Tsai, Ray-Jade Chen, Yu-Sheng Lo, Lan-Ying Kang, Chien-Tsai Liu:
Developing an Intelligent Cross-Facility-Based Therapeutic Decision Reminder Engine. 308 - Thomas Nahass
A Simple, Subscription-Based Clinical Result Notification System. 309 - Masumi Okuda, Akira Yasuda, Shusaku Tsumoto:
A Data Mining Approach on the Structure of Patient Satisfaction in HCAHPS Databases. 311 - Hyunggu Jung
Development of a Medication Information Generator System for Older Adults. 312 - A. Ammar Ghaibeh, Yoko Setoguchi, Hiroki Moriguchi:
Mining Nurse Care Data: A Study Case on Pressure Ulcer Prediction. 313 - Haruko Iwata, Shusaku Tsumoto, Shoji Hirano:
Dual Clustering for Clinical Care Construction. 314 - Jian Liang, Rui Lu, Changshui Zhang, Fei Wang:
Poster Paper: Predicting Seizures from Electroencephalography Recordings: A Knowledge Transfer Strategy. 315 - Arun Jalanila, Nirmal Subramanian:
Comparing SAS® Text Miner, Python, R: Analysis on Random Forest and SVM Models for Text Mining. 316 - Ronald P. Loui, Ashley Hollinshead:
Efficient Population of Structured Data Forms for Medical Records Using Syntactic Constraints and Intermediate Text. 317 - Hyo Jin Do, Wai-Tat Fu:
Empathic Virual Assistant for Healthcare Information with Positive Emotional Experience. 318 - Ping-Jing Yang, Wai-Tat Fu:
Mindbot: A Social-Based Medical Virtual Assistant. 319 - Tania Roy, Larry F. Hodges, Shaundra Bryant Daily, Jerome McClendon:
SecondLook: Participatory Design Process to Create a Phone App that Detects Digital Dating Abuse. 320-327 - Mike Krey:
Key Challenges to Enabling IT in Healthcare. 328-333 - Yong K. Choi, Katrin Kirchhoff, Anne M. Turner:
Medical Text Simplification by Medical Trainees: A Feasibility Study. 334-340 - Chris Fortuna, Christophe G. Giraud-Carrier, Joshua H. West:
Hand-to-Mouth Motion Tracking in Free-Living Conditions for Improved Weight Control. 341-348 - Sayaka Matsumoto, Shohei Horiguchi, Hiroshi Shigeno, Ken-ichi Okada:
Visual Effect on the Odor Identification Ability of Children with Autism Spectrum Disorder. 349-355 - Isak Karlsson, Henrik Boström:
Predicting Adverse Drug Events Using Heterogeneous Event Sequences. 356-362 - Anthony J. Maeder
Evaluation Strategies for Telehealth Implementations. 363-366 - Thomas George Kannampallil
Communication Patterns in a Collaborative Medication Scheduling Task among Older Adults. 367-374 - Gowtham Kumar Golla, Jordan A. Carlson, Jun Huan, Jacqueline Kerr, Tarrah Mitchell, Kelsey Borner:
Developing Novel Machine Learning Algorithms to Improve Sedentary Assessment for Youth Health Enhancement. 375-379 - Morgan Harrell, Daniel Fabbri
Evaluating EHR Data Availability for Cohort Selection in Retrospective Studies. 380-387 - Alireza Izaddoost, Carolyn McGregor
Enhance Network Communications in a Cloud-Based Real-Time Health Analytics Platform Using SDN. 388-391 - Rahim Oraji, Vernon H. Hoeppner, Anahita Safarishahrbijari, Nathaniel D. Osgood
Combining Particle Filtering and Transmission Modeling for TB Control. 392-398 - Soumya Ghosh, Yu Cheng, Zhaonan Sun:
Deep State Space Models for Computational Phenotyping. 399-402 - Dimitrios Zikos, Dhanashri Ostwal:
A Platform based on Multiple Regression to Estimate the Effect of in-Hospital Events on Total Charges. 403-408
Poster Session 2
- Laura Hiatt, Roy J. Adams, Benjamin M. Marlin
An Improved Data Representation for Smoking Detection with Wearable Respiration Sensors. 409 - Jacob Krive:
Patient Care Index as an All-Inclusive Predictor of Health Information Technology Performance. 410 - Sangwook Lee
Mutiv: Music-based Mobile Application to Support Joggers. 411 - Harry D. Tunnell IV
Secondary Users and the Personal mHealth Record: Designing Tools to Improve Collaboration Between Patients and Providers. 412 - Fatema Akbar
What's in the Store? A Review of Arabic Medical and Health Apps in the App Store. 413 - Reda Al-Bahrani, Margaret K. Danilovich, Ankit Agrawal
Towards Informal Caregiver Identification in Social Media. 414 - Dino Nienhold, Rolf Dornberger
Healthcare Assessment Questions Non-invasive Ambient Sensors. 415-422 - Delaram Yazdansepas, Anzah H. Niazi, Jennifer L. Gay, Frederick W. Maier, Lakshmish Ramaswamy, Khaled Rasheed, Matthew P. Buman
A Multi-featured Approach for Wearable Sensor-Based Human Activity Recognition. 423-431 - René Baranyi
Visual Health Reminder: A Reminder for Medication Intake and Measuring Blood Pressure to Support Elderly People. 432-438 - Scott McLachlan, Kudakwashe Dube, Thomas Gallagher:
Using the CareMap with Health Incidents Statistics for Generating the Realistic Synthetic Electronic Healthcare Record. 439-448 - Lauren Cairco Dukes, Nancy Meehan, Larry F. Hodges:
Participatory Design of a Pediatric Virtual Patient Creation Tool. 449-455 - Hsuan-Man Chen, Chi-Kang Chen, Hsin-I Wu, Ren-Song Tsay:
An Accurate Crowdsourcing-Based Adaptive Fall Detection Approach Using Smart Devices. 456-460 - Dipanwita Dasgupta, Kimberly Green Reeves, Beenish M. Chaudhry, Mayra Duarte, Nitesh V. Chawla
eSeniorCare: Technology for Promoting Well-Being of Older Adults in Independent Living Facilities. 461-472 - Dino Nienhold, Rolf Dornberger
Sensor-Based Tracking and Big Data Processing of Patient Activities in Ambient Assisted Living. 473-482 - Remington A. Holt, Sarah Jones, Gloria J. Washington:
Measuring Stress, Anxiety, and Depression in PTSD Sufferers Using Micro-Movements from Video. 483-487 - Haik Kalantarian, Majid Sarrafzadeh, Shibo Zhang, Nabil Alshurafa
An Iterative Dimensionality-Scaling System for Real-Time Health Monitoring Applications. 488-494 - Wendy Oude Nijeweme d'Hollosy
Should I see a Healthcare Professional or can I perform Self-care: Self-Referral Decision Support for Patients with Low Back Pain. 495-503 - Xuan Li, Nina Jolani, Thien-Tien Dao, Holly B. Jimison:
Serenity: A Low-Cost and Patient-Guided Mobile Virtual Reality Intervention for Cancer Coping. 504-510 - Mufizur Rahman, Atreyi Kankanhalli, Bimlesh Wadhwa
GEAR: A Mobile Game-Assisted Rehabilitation System. 511-516 - Rishikesan Kamaleswaran
CoRAD: Visual Analytics for Cohort Analysis. 517-526 - Jian Huang, Keyang Xu, V. G. Vinod Vydiswaran
Analyzing Multiple Medical Corpora Using Word Embedding. 527-533
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