Tools, Programs and Algorithms

Development of Phenotyping Algorithms for the Identification of Organ Transplant Recipients: Cohort Study

Lee Wheless, Laura Baker, LaVar Edwards, Nimay Anand, Kelly Birdwell, Allison Hanlon, Mary-Margaret Chren

JMIR Med Inform 2020 (Dec 10); 8(12):e18001

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Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach

Aaqib Shehzad, Kenneth Rockwood, Justin Stanley, Taylor Dunn, Susan E Howlett

J Med Internet Res 2020 (Nov 11); 22(11):e20840

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Automated Cluster Detection of Health Care–Associated Infection Based on the Multisource Surveillance of Process Data in the Area Network: Retrospective Study of Algorithm Development and Validation

Yunzhou Fan, Yanyan Wu, Xiongjing Cao, Junning Zou, Ming Zhu, Di Dai, Lin Lu, Xiaoxv Yin, Lijuan Xiong

JMIR Med Inform 2020 (Oct 23); 8(10):e16901

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Automated Fall Detection Algorithm With Global Trigger Tool, Incident Reports, Manual Chart Review, and Patient-Reported Falls: Algorithm Development and Validation With a Retrospective Diagnostic Accuracy Study

Elisa Dolci, Barbara Schärer, Nicole Grossmann, Sarah Naima Musy, Franziska Zúñiga, Stefanie Bachnick, Michael Simon

J Med Internet Res 2020 (Sep 21); 22(9):e19516

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Model-Based Algorithms for Detecting Peripheral Artery Disease Using Administrative Data From an Electronic Health Record Data System: Algorithm Development Study

Elizabeth Hope Weissler, Steven J Lippmann, Michelle M Smerek, Rachael A Ward, Aman Kansal, Adam Brock, Robert C Sullivan, Chandler Long, Manesh R Patel, Melissa A Greiner, N Chantelle Hardy, Lesley H Curtis, W Schuyler Jones

JMIR Med Inform 2020 (Aug 19); 8(8):e18542

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Diagnostic Model for In-Hospital Bleeding in Patients with Acute ST-Segment Elevation Myocardial Infarction: Algorithm Development and Validation

Yong Li

JMIR Med Inform 2020 (Aug 14); 8(8):e20974

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Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation

Jiaxing Liu, Yang Zhao, Boya Lai, Hailiang Wang, Kwok Leung Tsui

JMIR Mhealth Uhealth 2020 (Aug 05); 8(8):e18370

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Occupation Coding of Job Titles: Iterative Development of an Automated Coding Algorithm for the Canadian National Occupation Classification (ACA-NOC)

Hongchang Bao, Christopher J O Baker, Anil Adisesh

JMIR Form Res 2020 (Aug 05); 4(8):e16422

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Predicting the Development of Type 2 Diabetes in a Large Australian Cohort Using Machine-Learning Techniques: Longitudinal Survey Study

Lei Zhang, Xianwen Shang, Subhashaan Sreedharan, Xixi Yan, Jianbin Liu, Stuart Keel, Jinrong Wu, Wei Peng, Mingguang He

JMIR Med Inform 2020 (Jul 28); 8(7):e16850

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Enabling Agile Clinical and Translational Data Warehousing: Platform Development and Evaluation

Helmut Spengler, Claudia Lang, Tanmaya Mahapatra, Ingrid Gatz, Klaus A Kuhn, Fabian Prasser

JMIR Med Inform 2020 (Jul 21); 8(7):e15918

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Exploring the Privacy-Preserving Properties of Word Embeddings: Algorithmic Validation Study

Mohamed Abdalla, Moustafa Abdalla, Graeme Hirst, Frank Rudzicz

J Med Internet Res 2020 (Jul 15); 22(7):e18055

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Metrics for Outpatient Portal Use Based on Log File Analysis: Algorithm Development

Gennaro Di Tosto, Ann Scheck McAlearney, Naleef Fareed, Timothy R Huerta

J Med Internet Res 2020 (Jun 12); 22(6):e16849

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Cluster Detection Mechanisms for Syndromic Surveillance Systems: Systematic Review and Framework Development

Prosper Kandabongee Yeng, Ashenafi Zebene Woldaregay, Terje Solvoll, Gunnar Hartvigsen

JMIR Public Health Surveill 2020 (May 26); 6(2):e11512

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Detecting False Alarms by Analyzing Alarm-Context Information: Algorithm Development and Validation

Chrystinne Fernandes, Simon Miles, Carlos José Pereira Lucena

JMIR Med Inform 2020 (May 20); 8(5):e15407

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Rule-Based Cohort Definitions for Acute Respiratory Failure: Electronic Phenotyping Algorithm

Patrick Essay, Jarrod Mosier, Vignesh Subbian

JMIR Med Inform 2020 (Apr 15); 8(4):e18402

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A Hematologist-Level Deep Learning Algorithm (BMSNet) for Assessing the Morphologies of Single Nuclear Balls in Bone Marrow Smears: Algorithm Development

Yi-Ying Wu, Tzu-Chuan Huang, Ren-Hua Ye, Wen-Hui Fang, Shiue-Wei Lai, Ping-Ying Chang, Wei-Nung Liu, Tai-Yu Kuo, Cho-Hao Lee, Wen-Chiuan Tsai, Chin Lin

JMIR Med Inform 2020 (Apr 08); 8(4):e15963

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Clinical Annotation Research Kit (CLARK): Computable Phenotyping Using Machine Learning

Emily R Pfaff, Miles Crosskey, Kenneth Morton, Ashok Krishnamurthy

JMIR Med Inform 2020 (Jan 24); 8(1):e16042

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Feasibility and Accuracy of a Computer-Assisted Self-Interviewing Instrument to Ascertain Prior Immunization With Human Papillomavirus Vaccine by Self-Report: Cross-Sectional Analysis

Carlos R Oliveira, Lital Avni-Singer, Geovanna Badaro, Erin L Sullivan, Sangini S Sheth, Eugene D Shapiro, Linda M Niccolai

JMIR Med Inform 2020 (Jan 22); 8(1):e16487

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