Clinical Information and Decision Making

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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A Collection of Components to Design Clinical Dashboards Incorporating Patient-Reported Outcome Measures: Qualitative Study

Anja Yvonne Bischof, David Kuklinski, Irene Salvi, Carla Walker, Justus Vogel, Alexander Geissler

J Med Internet Res 2024 (Oct 02); 26:e55267

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Clinical Decision Support and Natural Language Processing in Medicine: Systematic Literature Review

Hans Eguia, Carlos Luis Sánchez-Bocanegra, Franco Vinciarelli, Fernando Alvarez-Lopez, Francesc Saigí-Rubió

J Med Internet Res 2024 (Sep 30); 26:e55315

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Enhancing Performance of the National Field Triage Guidelines Using Machine Learning: Development of a Prehospital Triage Model to Predict Severe Trauma

Qi Chen, Yuchen Qin, Zhichao Jin, Xinxin Zhao, Jia He, Cheng Wu, Bihan Tang

J Med Internet Res 2024 (Sep 30); 26:e58740

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Quality, Usability, and Trust Challenges to Effective Data Use in the Deployment and Use of the Bangladesh Nutrition Information System Dashboard: Qualitative Study

Berhaun Fesshaye, Shivani Pandya, Lena Kan, Anna Kalbarczyk, Kelsey Alland, SM Mustafizur Rahman, Md. Mofijul Islam Bulbul, Piyali Mustaphi, Muhammad Abu Bakr Siddique, Md. Imtiaz Alam Tanim, Mridul Chowdhury, Tajkia Rumman, Alain B Labrique

J Med Internet Res 2024 (Sep 30); 26:e48294

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Accuracy of a Commercial Large Language Model (ChatGPT) to Perform Disaster Triage of Simulated Patients Using the Simple Triage and Rapid Treatment (START) Protocol: Gage Repeatability and Reproducibility Study

Jeffrey Micheal Franc, Attila Julius Hertelendy, Lenard Cheng, Ryan Hata, Manuela Verde

J Med Internet Res 2024 (Sep 30); 26:e55648

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Implementation of the Observational Medical Outcomes Partnership Model in Electronic Medical Record Systems: Evaluation Study Using Factor Analysis and Decision-Making Trial and Evaluation Laboratory-Best-Worst Methods

Ming Luo, Yu Gu, Feilong Zhou, Shaohong Chen

JMIR Med Inform 2024 (Sep 27); 12:e58498

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Processing of Short-Form Content in Clinical Narratives: Systematic Scoping Review

Amila Kugic, Ingrid Martin, Luise Modersohn, Peter Pallaoro, Markus Kreuzthaler, Stefan Schulz, Martin Boeker

J Med Internet Res 2024 (Sep 26); 26:e57852

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Assessing the Utility of a Patient-Facing Diagnostic Tool Among Individuals With Hypermobile Ehlers-Danlos Syndrome: Focus Group Study

Jessica Goehringer, Abigail Kosmin, Natalie Laible, Katrina Romagnoli

JMIR Form Res 2024 (Sep 26); 8:e49720

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A Clinical Decision Support Tool for Intimate Partner Violence Screening Among Women Veterans: Development and Qualitative Evaluation of Provider Perspectives

Fernanda S Rossi, Justina Wu, Christine Timko, Andrea L Nevedal, Shannon Wiltsey Stirman

JMIR Form Res 2024 (Sep 25); 8:e57633

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Evaluating the National Rollout of a Type 2 Diabetes Self-Management Intervention: Qualitative Interview Study With Local National Health Service Leads Responsible for Implementation

Lisa Brunton, Sarah Cotterill, Paul Wilson

J Med Internet Res 2024 (Sep 25); 26:e55546

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Health Professionals’ Views on the Use of Conversational Agents for Health Care: Qualitative Descriptive Study

A Luke MacNeill, Lillian MacNeill, Alison Luke, Shelley Doucet

J Med Internet Res 2024 (Sep 25); 26:e49387

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Self-Management Systems for Patients and Clinicians in Parkinson Care: Protocol for an Integrated Scoping Review, Product Search, and Evaluation

Selina Boege, Madison Milne-Ives, Edward Meinert, Camille Carroll

JMIR Res Protoc 2024 (Sep 24); 13:e58845

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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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The Impact of Collaborative Documentation on Person-Centered Care: Textual Analysis of Clinical Notes

Victoria Stanhope, Nari Yoo, Elizabeth Matthews, Daniel Baslock, Yuanyuan Hu

JMIR Med Inform 2024 (Sep 20); 12:e52678

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Evaluating a Natural Language Processing–Driven, AI-Assisted International Classification of Diseases, 10th Revision, Clinical Modification, Coding System for Diagnosis Related Groups in a Real Hospital Environment: Algorithm Development and Validation Study

Hong-Jie Dai, Chen-Kai Wang, Chien-Chang Chen, Chong-Sin Liou, An-Tai Lu, Chia-Hsin Lai, Bo-Tsz Shain, Cheng-Rong Ke, William Yu Chung Wang, Tatheer Hussain Mir, Mutiara Simanjuntak, Hao-Yun Kao, Ming-Ju Tsai, Vincent S Tseng

J Med Internet Res 2024 (Sep 20); 26:e58278

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Early Prediction of Cardiac Arrest in the Intensive Care Unit Using Explainable Machine Learning: Retrospective Study

Yun Kwan Kim, Won-Doo Seo, Sun Jung Lee, Ja Hyung Koo, Gyung Chul Kim, Hee Seok Song, Minji Lee

J Med Internet Res 2024 (Sep 17); 26:e62890

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Artificial Intelligence–Augmented Clinical Decision Support Systems for Pregnancy Care: Systematic Review

Xinnian Lin, Chen Liang, Jihong Liu, Tianchu Lyu, Nadia Ghumman, Berry Campbell

J Med Internet Res 2024 (Sep 16); 26:e54737

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Using AI to Differentiate Mpox From Common Skin Lesions in a Sexual Health Clinic: Algorithm Development and Validation Study

Nyi Nyi Soe, Zhen Yu, Phyu Mon Latt, David Lee, Ranjit Singh Samra, Zongyuan Ge, Rashidur Rahman, Jiajun Sun, Jason J Ong, Christopher K Fairley, Lei Zhang

J Med Internet Res 2024 (Sep 13); 26:e52490

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