Secondary Use of Clinical Data for Research and Surveillance

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Articles published in this theme: 554 (scroll down to load remaining articles)

2026

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Agentic AI for Clinical Outcomes Research, Population Health Management Analyses With Large Administrative Databases, and Generating Epidemiological Estimates of Diseases: Feasibility and Validation Study

Daniel Frisch, Michael Fronstin, Carla Zema

J Med Internet Res 2026 (Sep 30); 28:e100284

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Medical professional analyzing lab results on a computer screen

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The Role of Human Leukocyte Antigen (HLA) Allele Patterns in the Incidence of End-Stage Renal Disease and HLA Antibody Production: Protocol for a Case-Control Study

Ira Puspitawati, Nyoman Kertia, Teguh Triyono

JMIR Res Protoc 2026 (Sep 30); 15:e107508

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Harnessing Data Warehousing for Precision in Off-Label Prescription Detection in Psychiatry (PSYHAMM): Retrospective Proof-of-Concept Evaluation Study

Emmanuel Chevallier, Catherine Letord, Jean Charlet, Marie-Odile Krebs, Emmanuelle Advenier-Iakovlev, Stefan J Darmoni, Julien Grosjean, Romain Leguillon

JMIR Form Res 2026 (Sep 29); 10:e71516

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Bridging Gaps in Standards for the Secondary Use of Health Data: Exploratory Standard, Tool Assessment, and Feasibility Study

Jaleh Shoshtarian Malak, Leonie von Berlin, Irina Balaur, Rada Hussein, Philip Gribbon, Yojana Gadiya, Somayeh Abedian, Andreas Kremer, Stefan Sauermann, Francisco J Núñez-Benjumea, Jens Declerck, Sumit Madan, Hanna Ćwiek-Kupczyńska, Lukas Rohatsch, Holger Fröhlich, Christian Muehlendyck, Venkata P. Satagopam

JMIR Form Res 2026 (Sep 22); 10:e88619

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Risk Alert System to Facilitate Universal Suicide Risk Screening in Emergency Care: Protocol for a Prediction Model and Software Development Study Using a Co-Design Approach

Montserrat López-Fernández, Raúl Rodríguez Valderas, Ana Portillo-Van Diest, Gemma Vilagut, Miguel-Ángel Mayer, Montse Ferrer, Franco Amigo, Laura Latorre, Tatiana Leiss, Ángela Leis, Juan Manuel Ramírez-Anguita, Jorge Lemos Portela, Jordi Alonso, Manuel Pastor, Philippe Mortier

JMIR Res Protoc 2026 (Sep 16); 15:e100498

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Evaluation of a National Health Service Machine-Learning Model for Hypertension Case-Finding: Retrospective Cohort Study

Gloria Ihenetu, Ahmad Alkhatib, Vesselin Novov, Thomas Beaney, Azeem Majeed, Paul Aylin, Thomas Woodcock

J Med Internet Res 2026 (Sep 15); 28:e87084

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Nurse analyzing medical data on computer screen in modern clinic

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Anonymization of Portuguese Clinical Notes Using Large Language Models and Quantum-Enhanced Hybrid Architectures: Comparative Evaluation Study

Samer Rahmeh, Felipe Meneguitti Dias, Ramon Alfredo Moreno, Marina De Fatima De Sa Rebelo, Daniela Herrmann, Jose Eduardo Krieger, Marco Antonio Gutierrez

J Med Internet Res 2026 (Sep 14); 28:e91513

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Elderly man in hospital gown sitting on hospital bed

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Quantifying the Impact of Anonymization-Induced Clinical Data Quality Loss: Methodological Quantitative Case Study Using Primary Diagnosis Codes and Hospital Length of Stay

Gaetan Kamdje Wabo, Piotr Pawel Sokolowski, Mahboubeh Jannesari Ladani, Michael Hagmann, Thomas Ganslandt, Fabian Siegel

JMIR Med Inform 2026 (Sep 11); 14:e97661

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Two nurses in blue scrubs reviewing patient chart on computer

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Nursing Process Data for Health Care Cost Prediction Using Machine Learning: Longitudinal Study

María Consuelo Company-Sancho, Víctor M González-Chordá, María Isabel Orts-Cortés

JMIR Nursing 2026 (Sep 04); 9:e93638

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Male nurse in blue scrubs answers phone at desk in clinic

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Predicting Call Abandonment in a Health Care Call Center Using Nonpersonal Operational Data: Machine Learning Study

Hilmi Al-Shakhshir, Sara Kier, Dan Hoke, Stephanie Hoiriis, Mary-Ellen Vicinus, Ravi Thadhani, Anant Madabhushi

JMIR Med Inform 2026 (Aug 31); 14:e88441

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Pregnant woman uses CURA app on phone for pregnancy tracking

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Machine Learning–Based First-Trimester Antenatal Risk Prediction for Adverse Maternal and Neonatal Outcomes: Multicenter Model Development Study

Sarah Li, David Y Y Tan, Jingxian Zhang, Aniza P Mahyuddin, Harshaana Ramlal, Sebastian E Illanes, Max Monckeberg, Alejandra F Plaza, Maria L Paz Morgan, Matthew W Kemp, Kee Yuan Ngiam, Peter Lindgren, Marius Kublickas, Karolina Kublickiene, Ruifen Weng, Sidney Yee, Mahesh Choolani

J Med Internet Res 2026 (Aug 26); 28:e88450

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Building a National Interoperable Rare Eye Disease Data Warehouse: Methodological Framework and Implementation Report From the French Rare Eye Disease Database (FREDD) Initiative

Camille Beluffi Marin, Marilyne Oswald, Laura Ratenet, Matthieu Stoll, Kirsley Chennen, Nathalie Chabin, Julie Hubert, Grégoire Rey, Guylène Le Meur, Vasily Smirnov, Isabelle Meunier, Isabelle Audo, Hélène Dollfus

JMIR Med Inform 2026 (Aug 25); 14:e99206

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Effects of Using a Lumbar-Type Hybrid Assistive Limb by Older Adults With Frailty on Exercise Self-Efficacy: Retrospective Analysis Based on the Kanagawa Prospective ME-BYO Cohort Study

Makoto Nagasawa, Sho Nakamura, Yoshinobu Saito, Yuko Oguma, Takashi Kasukawa, Kaname Watanabe, Hiroto Narimatsu

JMIR Rehabil Assist Technol 2026 (Aug 24); 13:e79358

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Predicting Cesarean Section Delivery in the United States Using Machine Learning: Population-Based Retrospective Study

Yanchao Yang

JMIR Form Res 2026 (Aug 21); 10:e94172

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Diverse group of people wearing face masks, standing together

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A Systematic Evaluation of Cohort Selection Criteria and Their Impact on Machine Learning Model Performance and Demographic Disparities in COVID-19 Outcomes: Cohort Study

Atefehsadat Haghighathoseini, Janusz Wojtusiak, Hua Min, Nirup M Menon

JMIR Form Res 2026 (Aug 20); 10:e88406

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Antimicrobial resistance in Iraq: surveillance, stewardship, and public health strategies

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Antimicrobial Resistance Across Four Iraqi Governorates: A Multicenter Cross-Sectional Surveillance Analysis With Implications for Antimicrobial Stewardship Policy and WHO AWaRe–Aligned Public Health Strategies

Hemn Omer, Omeed Darweesh, Gulbahar Karim, Baref Rashid, Rozhgar Ahmed, Andrew Seaton, Brian Godman, Amanj Kurdi

JMIR Public Health Surveill 2026 (Aug 20); 12:e94436

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Computable Phenotype for Identifying Undiagnosed Hypermobile Ehlers-Danlos Syndrome: Protocol for a Development and Validation Study

Mohammad Arvan, Rebecca T Feinstein, Nathan J Rudin, Michelle Nichols

JMIR Res Protoc 2026 (Aug 11); 15:e91647

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Doctor with nebulizer treats young girl with asthma in bed

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Assessment of Electronic Clinical Monitoring Systems in the Pediatric Intensive Care Unit: Prospective Concordance Study

David Pham, Patricia Tachinardi, Lucas Bulgarelli, Wellington Dos Reis Lucena, Eneida Mendonca, Colin Rogerson

JMIR Form Res 2026 (Aug 11); 10:e93017

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Doctor monitors newborn in incubator, vital signs displayed on screen.

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Feasibility of a German High-Frequency Neonatal and Pediatric Intensive Care Dataset (AIx-Neo-Guard Dataset): Secondary Data Cohort Study

Lena Sophie Olivier, Camelia Lauterbach Oprea, André Stollenwerk, Thorsten Orlikowsky, Mark Schoberer

JMIR Pediatr Parent 2026 (Jul 31); 9:e94280

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Doctor examining a senior woman's lower back pain

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