Bioinformatics Methods and Algorithms

A Deep Learning Approach to Refine the Identification of High-Quality Clinical Research Articles From the Biomedical Literature: Protocol for Algorithm Development and Validation

Wael Abdelkader, Tamara Navarro, Rick Parrish, Chris Cotoi, Federico Germini, Lori-Ann Linkins, Alfonso Iorio, R Brian Haynes, Sophia Ananiadou, Lingyang Chu, Cynthia Lokker

JMIR Res Protoc 2021 (Nov 29); 10(11):e29398

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A Phenotyping Algorithm to Identify People With HIV in Electronic Health Record Data (HIV-Phen): Development and Evaluation Study

Sarah B May, Thomas P Giordano, Assaf Gottlieb

JMIR Form Res 2021 (Nov 25); 5(11):e28620

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Accurate Prediction of Stroke for Hypertensive Patients Based on Medical Big Data and Machine Learning Algorithms: Retrospective Study

Yujie Yang, Jing Zheng, Zhenzhen Du, Ye Li, Yunpeng Cai

JMIR Med Inform 2021 (Nov 10); 9(11):e30277

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Local Differential Privacy in the Medical Domain to Protect Sensitive Information: Algorithm Development and Real-World Validation

MinDong Sung, Dongchul Cha, Yu Rang Park

JMIR Med Inform 2021 (Nov 08); 9(11):e26914

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Use of Deep Learning to Predict Acute Kidney Injury After Intravenous Contrast Media Administration: Prediction Model Development Study

Donghwan Yun, Semin Cho, Yong Chul Kim, Dong Ki Kim, Kook-Hwan Oh, Kwon Wook Joo, Yon Su Kim, Seung Seok Han

JMIR Med Inform 2021 (Oct 01); 9(10):e27177

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Multiscale Biology of Cardiovascular Risk in Psoriasis: Protocol for a Case-Control Study

Hannah Kaiser, Amanda Kvist-Hansen, Christine Becker, Xing Wang, Benjamin D McCauley, Martin Krakauer, Peter Michael Gørtz, Kristoffer Mads Aaris Henningsen, Claus Zachariae, Lone Skov, Peter Riis Hansen

JMIR Res Protoc 2021 (Sep 28); 10(9):e28669

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