Tools, Programs and Algorithms

Cohort Selection for Clinical Trials From Longitudinal Patient Records: Text Mining Approach

Irena Spasic, Dominik Krzeminski, Padraig Corcoran, Alexander Balinsky

JMIR Med Inform 2019 (Oct 31); 7(4):e15980

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Identifying Opioid Use Disorder in the Emergency Department: Multi-System Electronic Health Record–Based Computable Phenotype Derivation and Validation Study

David Chartash, Hyung Paek, James D Dziura, Bill K Ross, Daniel P Nogee, Eric Boccio, Cory Hines, Aaron M Schott, Molly M Jeffery, Mehul D Patel, Timothy F Platts-Mills, Osama Ahmed, Cynthia Brandt, Katherine Couturier, Edward Melnick

JMIR Med Inform 2019 (Oct 31); 7(4):e15794

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Developing a Standardization Algorithm for Categorical Laboratory Tests for Clinical Big Data Research: Retrospective Study

Mina Kim, Soo-Yong Shin, Mira Kang, Byoung-Kee Yi, Dong Kyung Chang

JMIR Med Inform 2019 (Aug 29); 7(3):e14083

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Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study

Soonil Kwon, Joonki Hong, Eue-Keun Choi, Euijae Lee, David Earl Hostallero, Wan Ju Kang, Byunghwan Lee, Eui-Rim Jeong, Bon-Kwon Koo, Seil Oh, Yung Yi

JMIR Mhealth Uhealth 2019 (Jun 12); 7(6):e12770

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Rapid Analysis of Diagnostic and Antimicrobial Patterns in R (RadaR): Interactive Open-Source Software App for Infection Management and Antimicrobial Stewardship

Christian Friedemann Luz, Matthijs S Berends, Jan-Willem H Dik, Mariëtte Lokate, Céline Pulcini, Corinna Glasner, Bhanu Sinha

J Med Internet Res 2019 (Jun 11); 21(6):e12843

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Development of a Sensor-Based Behavioral Monitoring Solution to Support Dementia Care

Julia Rosemary Thorpe, Birgitte Hysse Forchhammer, Anja M Maier

JMIR Mhealth Uhealth 2019 (Jun 10); 7(6):e12013

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Medication Use for Childhood Pneumonia at a Children’s Hospital in Shanghai, China: Analysis of Pattern Mining Algorithms

Chunlei Tang, Huajun Sun, Yun Xiong, Jiahong Yang, Christopher Vitale, Lu Ruan, Angela Ai, Guangjun Yu, Jing Ma, David Bates

JMIR Med Inform 2019 (Mar 22); 7(1):e12577

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Development of Prediction Models Using Machine Learning Algorithms for Girls with Suspected Central Precocious Puberty: Retrospective Study

Liyan Pan, Guangjian Liu, Xiaojian Mao, Huixian Li, Jiexin Zhang, Huiying Liang, Xiuzhen Li

JMIR Med Inform 2019 (Feb 12); 7(1):e11728

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Artificial Intelligence for the Detection of Diabetic Retinopathy in Primary Care: Protocol for Algorithm Development

Josep Vidal-Alaball, Dídac Royo Fibla, Miguel A Zapata, Francesc X Marin-Gomez, Oscar Solans Fernandez

JMIR Res Protoc 2019 (Feb 01); 8(2):e12539

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