Secondary Use of Clinical Data for Research and Surveillance

The Challenges and Lessons Learned Building a New UK Infrastructure for Finding and Accessing Population-Wide COVID-19 Data for Research and Public Health Analysis: The CO-CONNECT Project

Emily Jefferson, Gordon Milligan, Jenny Johnston, Shahzad Mumtaz, Christian Cole, Joseph Best, Thomas Charles Giles, Samuel Cox, Erum Masood, Scott Horban, Esmond Urwin, Jillian Beggs, Antony Chuter, Gerry Reilly, Andrew Morris, David Seymour, Susan Hopkins, Aziz Sheikh, Philip Quinlan

J Med Internet Res 2024 (Nov 20); 26:e50235

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Evaluation Framework of Large Language Models in Medical Documentation: Development and Usability Study

Junhyuk Seo, Dasol Choi, Taerim Kim, Won Chul Cha, Minha Kim, Haanju Yoo, Namkee Oh, YongJin Yi, Kye Hwa Lee, Edward Choi

J Med Internet Res 2024 (Nov 20); 26:e58329

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Telemedicine Integrated Care Versus In-Person Care Mode for Patients With Short Stature: Comprehensive Comparison of a Retrospective Cohort Study

Yipei Wang, Pei Zhang, Yan Xing, Huifeng Shi, Yunpu Cui, Yuan Wei, Ke Zhang, Xinxia Wu, Hong Ji, Xuedong Xu, Yanhui Dong, Changxiao Jin

J Med Internet Res 2024 (Nov 19); 26:e57814

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Data Ownership in the AI-Powered Integrative Health Care Landscape

Shuimei Liu, L Raymond Guo

JMIR Med Inform 2024 (Nov 19); 12:e57754

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Combating Antimicrobial Resistance Through a Data-Driven Approach to Optimize Antibiotic Use and Improve Patient Outcomes: Protocol for a Mixed Methods Study

Jonathan Mayito, Conrad Tumwine, Ronald Galiwango, Elly Nuwamanya, Suzan Nakasendwa, Mackline Hope, Reuben Kiggundu, Dathan M Byonanebye, Flavia Dhikusooka, Vivian Twemanye, Andrew Kambugu, Francis Kakooza

JMIR Res Protoc 2024 (Nov 08); 13:e58116

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Leveraging the Electronic Health Record to Measure Resident Clinical Experiences and Identify Training Gaps: Development and Usability Study

Vasudha L Bhavaraju, Sarada Panchanathan, Brigham C Willis, Pamela Garcia-Filion

JMIR Med Educ 2024 (Nov 06); 10:e53337

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Patient Health Record Protection Beyond the Health Insurance Portability and Accountability Act: Mixed Methods Study

Hemang Subramanian, Arijit Sengupta, Yilin Xu

J Med Internet Res 2024 (Nov 06); 26:e59674

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Establishing Medical Intelligence—Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study

Alexander Brehmer, Christopher Martin Sauer, Jayson Salazar Rodríguez, Kelsey Herrmann, Moon Kim, Julius Keyl, Fin Hendrik Bahnsen, Benedikt Frank, Martin Köhrmann, Tienush Rassaf, Amir-Abbas Mahabadi, Boris Hadaschik, Christopher Darr, Ken Herrmann, Susanne Tan, Jan Buer, Thorsten Brenner, Hans Christian Reinhardt, Felix Nensa, Michael Gertz, Jan Egger, Jens Kleesiek

J Med Internet Res 2024 (Oct 31); 26:e55148

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Comparing Insulin Against Glucagon-Like Peptide-1 Receptor Agonists, Dipeptidyl Peptidase-4 Inhibitors, and Sodium-Glucose Cotransporter 2 Inhibitors on 5-Year Incident Heart Failure Risk for Patients With Type 2 Diabetes Mellitus: Real-World Evidence Study Using Insurance Claims

Xuan Wang, Anna M Plantinga, Xin Xiong, Sara J Cromer, Clara-Lea Bonzel, Vidul Panickan, Rui Duan, Jue Hou, Tianxi Cai

JMIR Diabetes 2024 (Oct 22); 9:e58137

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Evaluating Medical Entity Recognition in Health Care: Entity Model Quantitative Study

Shengyu Liu, Anran Wang, Xiaolei Xiu, Ming Zhong, Sizhu Wu

JMIR Med Inform 2024 (Oct 17); 12:e59782

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Building and Sustaining Public Trust in Health Data Sharing for Musculoskeletal Research: Semistructured Interview and Focus Group Study

Zainab K Yusuf, William G Dixon, Charlotte Sharp, Louise Cook, Søren Holm, Caroline Sanders

J Med Internet Res 2024 (Oct 15); 26:e53024

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Bridging Data Models in Health Care With a Novel Intermediate Query Format for Feasibility Queries: Mixed Methods Study

Lorenz Rosenau, Julian Gruendner, Alexander Kiel, Thomas Köhler, Bastian Schaffer, Raphael W Majeed

JMIR Med Inform 2024 (Oct 14); 12:e58541

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Determinants of Visual Impairment Among Chinese Middle-Aged and Older Adults: Risk Prediction Model Using Machine Learning Algorithms

Lijun Mao, Zhen Yu, Luotao Lin, Manoj Sharma, Hualing Song, Hailei Zhao, Xianglong Xu

JMIR Aging 2024 (Oct 09); 7:e59810

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Patient-Centered Economic Burden of Diabetic Macular Edema: Retrospective Cohort Study

Kyungseon Choi, Sang Jun Park, Hyuna Yoon, Seoyoon Choi, Yongseok Mun, Seok Kim, Sooyoung Yoo, Se Joon Woo, Kyu Hyung Park, Junghyun Na, Hae Sun Suh

JMIR Public Health Surveill 2024 (Oct 08); 10:e56741

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Machine Learning–Based Prediction of Neurodegenerative Disease in Patients With Type 2 Diabetes by Derivation and Validation in 2 Independent Korean Cohorts: Model Development and Validation Study

Hyunji Sang, Hojae Lee, Jaeyu Park, Sunyoung Kim, Ho Geol Woo, Ai Koyanagi, Lee Smith, Sihoon Lee, You-Cheol Hwang, Tae Sun Park, Hyunjung Lim, Dong Keon Yon, Sang Youl Rhee

J Med Internet Res 2024 (Oct 03); 26:e56922

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Analyzing Comorbidity Patterns in Patients With Thyroid Disease Using Large-Scale Electronic Medical Records: Network-Based Retrospective Observational Study

Yanqun Huang, Siyuan Chen, Yongfeng Wang, Xiaohong Ou, Huanhuan Yan, Xin Gan, Zhixiao Wei

Interact J Med Res 2024 (Oct 03); 13:e54891

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Addressing Information Biases Within Electronic Health Record Data to Improve the Examination of Epidemiologic Associations With Diabetes Prevalence Among Young Adults: Cross-Sectional Study

Sarah Conderino, Rebecca Anthopolos, Sandra S Albrecht, Shannon M Farley, Jasmin Divers, Andrea R Titus, Lorna E Thorpe

JMIR Med Inform 2024 (Oct 01); 12:e58085

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Extracting Critical Information from Unstructured Clinicians’ Notes Data to Identify Dementia Severity Using a Rule-Based Approach: Feasibility Study

Ravi Prakash, Matthew E Dupre, Truls Østbye, Hanzhang Xu

JMIR Aging 2024 (Sep 24); 7:e57926

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Development of a Cohort Analytics Tool for Monitoring Progression Patterns in Cardiovascular Diseases: Advanced Stochastic Modeling Approach

Arindam Brahma, Samir Chatterjee, Kala Seal, Ben Fitzpatrick, Youyou Tao

JMIR Med Inform 2024 (Sep 24); 12:e59392

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State-of-the-Art Fast Healthcare Interoperability Resources (FHIR)–Based Data Model and Structure Implementations: Systematic Scoping Review

Parinaz Tabari, Gennaro Costagliola, Mattia De Rosa, Martin Boeker

JMIR Med Inform 2024 (Sep 24); 12:e58445

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