Secondary Use of Clinical Data for Research and Surveillance

Back to theme
Back to themes list

Back to all theme articles

Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015

Download Issue Citations: END BibTex RIS

Articles published in 2026 in this theme: 83 (scroll down to load remaining articles)

2026

Woman reviewing cancer registry data on a computer screen.

View image

Metastasis Extraction From Non–Small Cell Lung Cancer Clinical Notes Using Large Language Model–Based Classification: Retrospective Comparative Study

Sweta Balaji, Kiersten Campbell, Rou-Zhen Chen, Daniel Smith, Matthew A Reyna, Abeed Sarker, Joshua D Wallach, Ravi B Parikh, Selen Bozkurt

JMIR Cancer 2026 (Oct 16); 12:e99573

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor reviews X-ray on tablet, with keyboard and medical equipment in background.

View image

Cost-Effectiveness of AI-Powered Decentralized Production for Advanced Therapies in the Hospital–Generated Chimeric Antigen Receptor T-Cell Therapy for Multiple Myeloma From a German Hospital Perspective: Early Health Technology Assessment Study

Iris W A Boot, Anna Louisa Weltin, Ysanne de Graaf, Hubertus J M Vrijhoef

JMIR Cancer 2026 (Oct 13); 12:e92253

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Nurse checks pulse oximeter on young girl in hospital bed

View image

Memory B Cells and Antibody Responses to Vaccines in Infected Children (MARVIC) With Recurrent Infections: Protocol for a Prospective Observational Study

Jalilah Jamaluddin, Siti Mardhiana Mohamad, Mohd Azri Zainal Abidin, Khairoon Nisa Mohamed Nashrudin, Malina Osman, Intan Hakimah Ismail

JMIR Res Protoc 2026 (Oct 13); 15:e101835

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor reviews patient data on phone, tablet, and laptop, with antibiotic plan notes.

View image

Extent of Digital Health Fragmentation and Potential Implications for Antimicrobial Prescribing: Rapid Evidence Review

Verena Schneider, Akish Luintel, Bethan Balch, Shivani Gangadia, Grainne Brady, Emma McGuire, Gwenan M Knight, Laura Shallcross, Steve Harris, Cecilia Vindrola-Padros

J Med Internet Res 2026 (Oct 06); 28:e94014

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor analyzes liver health data on France map with charts and laptop

View image

RESONANCE: Protocol for a Nationwide Cohort Study of Chronic Liver Diseases Using the French National Health Data System

Aurore Baron, Frédéric Balusson, Laure Tron, Vaele Zannou, Anne Ego, Anna Borowick, Thomas Decaens, Emmanuel Oger, Sébastien Bailly, Charlotte Costentin, Victoria Mignot

JMIR Res Protoc 2026 (Oct 05); 15:e89577

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Two women collaborating on a laptop, reviewing architectural plans

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Medical professional analyzing lab results on a computer screen

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Woman's hands pouring green and blue capsules from a bottle into her palm

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor holding tablet with patient intake form

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Woman in hospital waiting room, head in hands, looking distressed

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor taking blood pressure reading of a patient's arm with a sphygmomanometer

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Nurse analyzing medical data on computer screen in modern clinic

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Elderly man in hospital gown sitting on hospital bed

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Two nurses in blue scrubs reviewing patient chart on computer

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Male nurse in blue scrubs answers phone at desk in clinic

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Pregnant woman uses CURA app on phone for pregnancy tracking

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Ophthalmologists examine OCT scans of the retina on a computer screen.

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Elderly couple performing squats with assistive exoskeleton devices in a bright room.

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Pregnant woman in white tank top cradling her belly

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Diverse group of people wearing face masks, standing together

View image

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