Precision Medicine

The BioRef Infrastructure, a Framework for Real-Time, Federated, Privacy-Preserving, and Personalized Reference Intervals: Design, Development, and Application

Tobias Ueli Blatter, Harald Witte, Jules Fasquelle-Lopez, Christos Theodoros Nakas, Jean Louis Raisaro, Alexander Benedikt Leichtle

J Med Internet Res 2023 (Oct 18); 25:e47254

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The Value of Applying Machine Learning in Predicting the Time of Symptom Onset in Stroke Patients: Systematic Review and Meta-Analysis

Jing Feng, Qizhi Zhang, Feng Wu, Jinxiang Peng, Ziwei Li, Zhuang Chen

J Med Internet Res 2023 (Oct 12); 25:e44895

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Use of Biological Feedback as a Health Behavior Change Technique in Adults: Scoping Review

Kelli M Richardson, Michelle R Jospe, Ahlam A Saleh, Thanatcha Nadia Clarke, Arianna R Bedoya, Nick Behrens, Kari Marano, Lacey Cigan, Yue Liao, Eric R Scott, Jessica S Guo, April Aguinaga, Susan M Schembre

J Med Internet Res 2023 (Sep 25); 25:e44359

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Multidimensional Analysis of a Cell-Free DNA Whole Methylome Sequencing Assay for Early Detection of Gastric Cancer: Protocol for an Observational Case-Control Study

Yongjun Han, Jiangpeng Wei, Weidong Wang, Ruiqi Gao, Ning Shen, Xiaofeng Song, Yang Ni, Yulong Li, Li-Di Xu, Weizhi Chen, Xiaohua Li

JMIR Res Protoc 2023 (Sep 20); 12:e48247

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Training Physicians in the Digital Health Era: How to Leverage the Residency Elective

Esther Y Hsiang, Smitha Ganeshan, Saharsh Patel, Alexandra Yurkovic, Ami Parekh

JMIR Med Educ 2023 (Jul 14); 9:e46752

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Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study

Aaron Boussina, Gabriel Wardi, Supreeth Prajwal Shashikumar, Atul Malhotra, Kai Zheng, Shamim Nemati

J Med Internet Res 2023 (Jun 23); 25:e45614

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A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study

A Anil Sinaci, Mert Gencturk, Huseyin Alper Teoman, Gokce Banu Laleci Erturkmen, Celia Alvarez-Romero, Alicia Martinez-Garcia, Beatriz Poblador-Plou, Jonás Carmona-Pírez, Matthias Löbe, Carlos Luis Parra-Calderon

J Med Internet Res 2023 (Mar 08); 25:e42822

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