Secondary Use of Clinical Data for Research and Surveillance

Articles published in 2025 in this theme: 99 (scroll down to load remaining articles)

2025

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Digital Health Intervention for and Long-Term Health Outcomes of a Divorce Cohort With Linked Danish Data: 5-Year Posttrial Follow-Up of a Randomized Controlled Trial

Andreas Nielsen Hald, Peter Fallesen, Frank Eriksson, Gert Martin Hald

J Med Internet Res 2025 (Dec 30); 27:e69387

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Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models: Quantitative Study Using Large Language Models

Tabinda Sarwar, Antonio José Jimeno Yepes, Lawrence Cavedon

J Med Internet Res 2025 (Dec 30); 27:e73325

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Gut Microbiota, Antipsychotics, and Metabolic Alterations in Children and Adolescents: Protocol for a Longitudinal Observational Study

Marcela França Dias, Ana Paula de Alcântara Freitas, Suzana Figueiredo Collares, Renata Maria Silva Santos, Yago Jean de Almeida Nogueira, Antônio Márcio de Ávila Júnior, Tamires Coelho Martins, Paulo Marcos Brasil Rocha, Marco Aurélio Romano-Silva, Débora Marques de Miranda

JMIR Res Protoc 2025 (Dec 29); 14:e77374

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Cost-Benefit Analysis of Preventing Acute Care Use in Oncology Patients Following Systemic Therapy Using Medicare Claims Data: Retrospective Cohort Study

Sara Alessandra Keller, Maximilian Schuessler, Behzad Naderalvojoud, Tina Seto, Lu Tian, Mohana Roy, Tina Hernandez-Boussard

JMIR Med Inform 2025 (Dec 11); 13:e77891

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Evaluation of the 2020 American Urological Association Microscopic Hematuria Guidelines in Clinical Practice: Retrospective Chart Review Analysis

Dominique Munroe, James O'Keefe, Danyang Wang, Miranda A Moore

JMIR Form Res 2025 (Dec 04); 9:e75929

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Reconstruction of a Risk Analysis Tool That Uses Nursing Data for Frailty Assessment Among Older Adults: Derivation and Internal Evaluation Study

Brian G Celso, Sarah E Ser, Urszula A Snigurska, Laurence M Solberg, Laurie J Duckworth, Elizabeth M Dunn, Mattia Prosperi, Robert J Lucero, Ragnhildur I Bjarnadottir

JMIR Aging 2025 (Dec 02); 8:e67888

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Decentralized Biobanking Pathway to Precision Medicine: Futures Study

Marielle Gross, Ananya Dewan, Kennedy Sabharwal, Amanda Linkous, M Eifler, William Sanchez, Robert Miller, Mario Macis, Joshua C Rubin

J Med Internet Res 2025 (Dec 01); 27:e73965

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Predictive Performance of Radiomics-Based Machine Learning for Colorectal Cancer Recurrence Risk: Systematic Review and Meta-Analysis

Yuan Sun, Bo Li, Chuanlan Ju, Liming Hu, Huiyi Sun, Jing An, Tae-Hun Kim, Zhijun Bu, Zeyang Shi, Jianping Liu, Zhaolan Liu

JMIR Med Inform 2025 (Nov 28); 13:e78644

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Comparison of Machine Learning Models for Colon Cancer Survival: Predictive Modeling Approach

Reuben Adatorwovor, Motolani E Ogunsanya, Bin Huang, Richard Charnigo, Olufunmilola Abraham

JMIR Cancer 2025 (Nov 26); 11:e72665

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Methods for Addressing Missingness in Electronic Health Record Data for Clinical Prediction Models: Comparative Evaluation

Jean Digitale, Deborah Franzon, Mark J Pletcher, Charles E McCulloch, Efstathios D Gennatas

JMIR Med Inform 2025 (Nov 14); 13:e79307

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Assessing Data Quality in Heterogeneous Health Care Integration: Simulation Study of the AIDAVA Framework

Jens Declerck, Ömer Durukan Kılıç, Ensar Emir Erol, Shervin Mehryar, Dipak Kalra, Isabelle de Zegher, Remzi Celebi

JMIR Med Inform 2025 (Nov 12); 13:e75275

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Identifying Terminologies Used Prior to the Onset of Interstitial Lung Disease in Patients With Lung Cancer: Descriptive Analysis of Electronic Medical Record Data

Masami Mukai, Hiroki Adachi, Tomohiro Yamaguchi, Ryunosuke Tanabe, Yasuo Sugitani, Yoshimasa Hanada, Noriaki Nakajima, Naoki Mihara

JMIR Cancer 2025 (Nov 03); 11:e70603

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Health Impact of Suspected Interpersonal Violence Against Adults: Retrospective Cohort Study

Rui Barbosa, Rita Lopes, Tiago Taveira-Gomes, Carla Ponte, Teresa Magalhães

JMIR Public Health Surveill 2025 (Oct 30); 11:e65191

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Equivalence of Type 2 Diabetes Prevalence Estimates: Comparative Study of Similar Phenotyping Algorithms Using Electronic Health Record Data

Muchiri E Wandai, Katie S Allen, Ashley Wiensch, John Price, Brian E Dixon

JMIR Public Health Surveill 2025 (Oct 27); 11:e79653

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Impact of Immune Checkpoint Inhibitors on Second Primary Cancer Risk in Patients With Metastatic Lung Cancer Using Real-World Data From the TriNetX Network: Retrospective Cohort Study

Pierre Heudel, Gema Hernandez, Olivier Denquin, Hugo Crochet, Jean-Yves Blay

JMIR Cancer 2025 (Oct 21); 11:e64900

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Nursing Minimum Datasets in Long-Term Care Settings: Scoping Review

Sarah Milkov, Lara Linders, Alina Napetschnig, Wolfgang Deiters, Erika Sirsch, Daniela Holle

J Med Internet Res 2025 (Oct 14); 27:e68670

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Deep Learning Models to Screen Electronic Health Records for Breast and Colorectal Cancer Progression: Performance Evaluation Study

Pascal Lambert, Rayyan Khan, Marshall Pitz, Harminder Singh, Helen Chen, Kathleen Decker

JMIR AI 2025 (Oct 13); 4:e63767

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High-Throughput Computing to Detect Harmful Drug-Drug Interactions in Older Adults: Protocol for a Population-Based Cohort Study

Neda Rostamzadeh, Rishabh Sharma, Sheikh S Abdullah, Eric McArthur, Niaz Chalabianloo, Jessica M Sontrop, Matthew A Weir, Kamran Sedig, Amit X Garg, Flory T Muanda

JMIR Res Protoc 2025 (Oct 10); 14:e77224

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Effectiveness and Costs of Participant Recruitment Strategies to a Web-Based Population Cohort: Observational Study

Hannah Milbourn, Archie Campbell, Fiona Clark, Elly Darrah, Robin Flaig, Liz Kirby, Daniel L McCartney, Isla Mitchell, Sarah Robertson, Anne Richmond, Rosie Tatham, Zhuoni Xiao, Kerim McAteer, Caroline Hayward, Riccardo E Marioni, Andrew M McIntosh, David J Porteous, Heather C Whalley, Cathie L M Sudlow

J Med Internet Res 2025 (Oct 06); 27:e75116

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The National Study of Daily Experiences: Protocol for Assessments of Daily Stress, Well-Being, Health, and Salivary Biomarkers in a Longitudinal Cohort

David M Almeida, Susan T Charles, Jennifer R Piazza, Robert S Stawski, Kelly E Cichy, Eric S Cerino, Jonathan Rush, Jody S Nicholson, Jennie C Holmberg, Natalie Cramer, Jacqueline Mogle

JMIR Res Protoc 2025 (Oct 02); 14:e76453

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