Tools, Programs and Algorithms

A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences

Wael Farhan, Zhimu Wang, Yingxiang Huang, Shuang Wang, Fei Wang, Xiaoqian Jiang

JMIR Med Inform 2016 (Nov 25); 4(4):e39

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Survey Email Scheduling and Monitoring in eRCTs (SESAMe): A Digital Tool to Improve Data Collection in Randomized Controlled Clinical Trials

Trygve Skonnord, Finn Steen, Holgeir Skjeie, Arne Fetveit, Mette Brekke, Atle Klovning

J Med Internet Res 2016 (Nov 22); 18(11):e311

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Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing–Based Algorithm With Statewide Electronic Medical Records

Le Zheng, Yue Wang, Shiying Hao, Andrew Y Shin, Bo Jin, Anh D Ngo, Medina S Jackson-Browne, Daniel J Feller, Tianyun Fu, Karena Zhang, Xin Zhou, Chunqing Zhu, Dorothy Dai, Yunxian Yu, Gang Zheng, Yu-Ming Li, Doff B McElhinney, Devore S Culver, Shaun T Alfreds, Frank Stearns, Karl G Sylvester, Eric Widen, Xuefeng Bruce Ling

JMIR Med Inform 2016 (Nov 11); 4(4):e37

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Weighting Primary Care Patient Panel Size: A Novel Electronic Health Record-Derived Measure Using Machine Learning

Alvin Rajkomar, Joanne Wing Lan Yim, Kevin Grumbach, Ami Parekh

JMIR Med Inform 2016 (Oct 14); 4(4):e29

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Forecasting Daily Patient Outflow From a Ward Having No Real-Time Clinical Data

Shivapratap Gopakumar, Truyen Tran, Wei Luo, Dinh Phung, Svetha Venkatesh

JMIR Med Inform 2016 (Jul 21); 4(3):e25

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Creation of an Accurate Algorithm to Detect Snellen Best Documented Visual Acuity from Ophthalmology Electronic Health Record Notes

Michael Mbagwu, Dustin D French, Manjot Gill, Christopher Mitchell, Kathryn Jackson, Abel Kho, Paul J Bryar

JMIR Med Inform 2016 (May 04); 4(2):e14

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Collective-Intelligence Recommender Systems: Advancing Computer Tailoring for Health Behavior Change Into the 21st Century

Rajani Shankar Sadasivam, Sarah L Cutrona, Rebecca L Kinney, Benjamin M Marlin, Kathleen M Mazor, Stephenie C Lemon, Thomas K Houston

J Med Internet Res 2016 (Mar 07); 18(3):e42

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Early Indication of Decompensated Heart Failure in Patients on Home-Telemonitoring: A Comparison of Prediction Algorithms Based on Daily Weight and Noninvasive Transthoracic Bio-impedance

Illapha Cuba Gyllensten, Alberto G Bonomi, Kevin M Goode, Harald Reiter, Joerg Habetha, Oliver Amft, John GF Cleland

JMIR Med Inform 2016 (Feb 18); 4(1):e3

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Computerized Automated Quantification of Subcutaneous and Visceral Adipose Tissue From Computed Tomography Scans: Development and Validation Study

Young Jae Kim, Ji Won Park, Jong Wan Kim, Chan-Soo Park, John Paul S Gonzalez, Seung Hyun Lee, Kwang Gi Kim, Jae Hwan Oh

JMIR Med Inform 2016 (Feb 04); 4(1):e2

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