Secondary Use of Clinical Data for Research and Surveillance

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

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Articles published in this theme: 566 (scroll down to load remaining articles)

2026

Doctor using a tablet for telemedicine, discussing healthcare technology

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OpenPrescribing Hospitals, an Open Access Analytics Platform for Hospital Medicines Use in England: Development and Implementation Study

Louis Fisher, Christopher Wood, Andrew Brown, Richard Croker, Stephen Black, Helen J Curtis, Rose Higgins, Arina Tamborska, Sebastian Bacon, Ben Goldacre, Brian MacKenna, Victoria Speed

JMIR Form Res 2026 (Nov 12); 10:e92041

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AI-powered healthcare data tree connecting medical devices and patient data

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The Sennen Karte Project for a Sustainable Nationwide Integrated Care Electronic Health Record in Japan: Design and Implementation Study

Naoto Kume, Shinji Kobayashi, Kenji Araki, Hiroyuki Yoshihara

JMIR Med Inform 2026 (Nov 11); 14:e85158

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Nurse stamping document for elderly patient in wheelchair at medical office

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Thirty-Day Readmission Risk Stratification at Hospital Discharge: Single-Center Temporal Validation and Nursing Implementation Readiness Study

Hui-Wen Po, Tzu-Yu Huang, Ying-Chien Chu, Hui-Chen Tsai, Chung-Yu Chen, Chien-Hsin Yang

JMIR Nursing 2026 (Nov 09); 9:e101335

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Doctor monitors patient in futuristic hospital with data visualization

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Data Stream and Hospital-Level Variation in Intensive Care Unit Vital-Sign Record Density Across Medical Information Mart for Intensive Care IV and eICU Collaborative Research Database: Retrospective Data Quality Study

Yngve Mikkelsen

JMIR Med Inform 2026 (Oct 29); 14:e99638

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Person holds paper with colorful "ADHD" text

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Attention-Deficit/Hyperactivity Disorder Treatment Pattern and Its Associated Outcomes Among Children Referred to Psychiatry and Mental Health Services in Malaysia: Protocol for a Retrospective Cohort Study

Nor Asiah Muhamad, Ling Shiao Ling, Nur Hasnah Maamor, Suria Hussin, Tengku Puteri Nadiah Tengku Baharudin Shah, Nurul Hidayah Jamalluddin, Fatin Norhasny Leman, Nurul Syarbani Eliana Musa, Fariza Yahya, Norliza Chemi, Norni Abdullah, Norli Abdul Jabbar, Nurashikin Ibrahim

JMIR Res Protoc 2026 (Oct 29); 15:e89752

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AI analyzing patient data for rehabilitation and improved healthcare outcomes

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Estimating Functional Independence Measure Scores From Japanese Rehabilitation Notes Using a Large Language Model: Retrospective Study

Tomohiro Nishiyama, Yudai Mine, Norihide Itoh, Tatsuyoshi Ikenoue, Keima Nagasaka, Naoko Matsuo, Onishi Tatsuki, Eiji Aramaki

JMIR Med Inform 2026 (Oct 27); 14:e100624

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Woman reviewing cancer registry data on a computer screen.

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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

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

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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

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Nurse checks pulse oximeter on young girl in hospital bed

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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

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

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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

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

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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

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Two women collaborating on a laptop, reviewing architectural plans

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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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Doctor holding tablet with patient intake form

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

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

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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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