Development and Evaluation of Research Methods, Instruments and Tools

Articles published in 2024 in this theme: 218 (scroll down to load remaining articles)

2024

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Use of 4 Open-Ended Text Responses to Help Identify People at Risk of Gaming Disorder: Preregistered Development and Usability Study Using Natural Language Processing

Paweł Strojny, Ksawery Kapela, Natalia Lipp, Sverker Sikström

JMIR Serious Games 2024 (Dec 31); 12:e56663

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Supplemental Intervention for Alcohol Use Disorder Treatment Patients With a Co-Occurring Anxiety Disorder: Technical Development and Functional Testing of an Autonomous Digital Program

Linda Marie Rinehart, Justin Anker, Amanda Unruh, Nikki Degeneffe, Paul Thuras, Amie Norden, Lilly Hartnett, Matt Kushner

JMIR Form Res 2024 (Dec 31); 8:e62995

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Applying AI to Structured Real-World Data for Pharmacovigilance Purposes: Scoping Review

Stella Dimitsaki, Pantelis Natsiavas, Marie-Christine Jaulent

J Med Internet Res 2024 (Dec 30); 26:e57824

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Allied Health Professionals’ Perceptions of Artificial Intelligence in the Clinical Setting: Cross-Sectional Survey

Jane Hoffman, Laetitia Hattingh, Lucy Shinners, Rebecca L Angus, Brent Richards, Ian Hughes, Rachel Wenke

JMIR Form Res 2024 (Dec 30); 8:e57204

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An Analysis of the Prevalence and Trends in Drug-Related Lyrics on Twitter (X): Quantitative Approach

Waylon Luo, Ruoming Jin, Deric Kenne, NhatHai Phan, Tang Tang

JMIR Form Res 2024 (Dec 30); 8:e49567

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Medical Marijuana Documentation Practices in Patient Electronic Health Records: Retrospective Observational Study Using Smart Data Elements and a Review of Medical Records

Donielle Beiler, Aanya Chopra, Christina M Gregor, Lorraine D Tusing, Apoorva M Pradhan, Katrina M Romagnoli, Chadd K Kraus, Brian J Piper, Eric A Wright, Vanessa Troiani

JMIR Form Res 2024 (Dec 23); 8:e65957

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Pump-Free Microfluidics for Cell Concentration Analysis on Smartphones in Clinical Settings (SmartFlow): Design, Development, and Evaluation

Sixuan Wu, Kefan Song, Jason Cobb, Alexander T Adams

JMIR Biomed Eng 2024 (Dec 23); 9:e62770

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Identifying the Relative Importance of Factors Influencing Medication Compliance in General Patients Using Regularized Logistic Regression and LightGBM: Web-Based Survey Analysis

Haru Iino, Hayato Kizaki, Shungo Imai, Satoko Hori

JMIR Form Res 2024 (Dec 23); 8:e65882

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Automated Pathologic TN Classification Prediction and Rationale Generation From Lung Cancer Surgical Pathology Reports Using a Large Language Model Fine-Tuned With Chain-of-Thought: Algorithm Development and Validation Study

Sanghwan Kim, Sowon Jang, Borham Kim, Leonard Sunwoo, Seok Kim, Jin-Haeng Chung, Sejin Nam, Hyeongmin Cho, Donghyoung Lee, Keehyuck Lee, Sooyoung Yoo

JMIR Med Inform 2024 (Dec 20); 12:e67056

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Strengthening Cause of Death Statistics in Selected Districts of 3 States in India: Protocol for an Uncontrolled, Before-After, Mixed Method Study

Ashoo Grover, Saritha Nair, Saurabh Sharma, Shefali Gupta, Suyesh Shrivastava, Pushpendra Singh, Srikanta Kanungo, Senthanro Ovung, Charan Singh, Abdul Mabood Khan, Sandeep Sharma, Subrata Kumar Palo, Tapas Chakma, Anjali Bajaj

JMIR Res Protoc 2024 (Dec 20); 13:e51493

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Decades in the Making: The Evolution of Digital Health Research Infrastructure Through Synthetic Data, Common Data Models, and Federated Learning

Jodie A Austin, Elton H Lobo, Mahnaz Samadbeik, Teyl Engstrom, Reji Philip, Jason D Pole, Clair M Sullivan

J Med Internet Res 2024 (Dec 20); 26:e58637

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Exploring Individuals’ Views and Feedback on a Nutritional Screening Mobile App: Qualitative Focus Group Study

Debra Jones, Anne Marie Sowerbutts, Sorrel Burden

JMIR Form Res 2024 (Dec 18); 8:e63680

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Quantifying Similarities Between MediaPipe and a Known Standard to Address Issues in Tracking 2D Upper Limb Trajectories: Proof of Concept Study

Vaidehi Wagh, Matthew W Scott, Sarah N Kraeutner

JMIR Form Res 2024 (Dec 17); 8:e56682

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Sample Size Requirements for Popular Classification Algorithms in Tabular Clinical Data: Empirical Study

Scott Silvey, Jinze Liu

J Med Internet Res 2024 (Dec 17); 26:e60231

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Evaluating Bard Gemini Pro and GPT-4 Vision Against Student Performance in Medical Visual Question Answering: Comparative Case Study

Jonas Roos, Ron Martin, Robert Kaczmarczyk

JMIR Form Res 2024 (Dec 17); 8:e57592

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Geospatial Modeling of Deep Neural Visual Features for Predicting Obesity Prevalence in Missouri: Quantitative Study

Butros M Dahu, Solaiman Khan, Imad Eddine Toubal, Mariam Alshehri, Carlos I Martinez-Villar, Olabode B Ogundele, Lincoln R Sheets, Grant J Scott

JMIR AI 2024 (Dec 17); 3:e64362

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Developing Components of an Integrated mHealth Dietary Intervention for Mexican Immigrant Farmworkers: Feasibility Usability Study of a Food Photography Protocol for Dietary Assessment

Isabel Diana Fernandez, Yu-Ching Yang, Wonkyung Chang, Amber Kautz, Karen Farchaus Stein

JMIR Form Res 2024 (Dec 13); 8:e54664

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Screening for Depression and Anxiety Using a Nonverbal Working Memory Task in a Sample of Older Brazilians: Observational Study of Preliminary Artificial Intelligence Model Transferability

Alexandra Livia Georgescu, Nicholas Cummins, Emilia Molimpakis, Eduardo Giacomazzi, Joana Rodrigues Marczyk, Stefano Goria

JMIR Form Res 2024 (Dec 12); 8:e55856

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EyeGPT for Patient Inquiries and Medical Education: Development and Validation of an Ophthalmology Large Language Model

Xiaolan Chen, Ziwei Zhao, Weiyi Zhang, Pusheng Xu, Yue Wu, Mingpu Xu, Le Gao, Yinwen Li, Xianwen Shang, Danli Shi, Mingguang He

J Med Internet Res 2024 (Dec 11); 26:e60063

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Ecological Momentary Assessment of Mental Health Problems Among University Students: Data Quality Evaluation Study

Ana Portillo-Van Diest, Philippe Mortier, Laura Ballester, Franco Amigo, Paula Carrasco, Raquel Falcó, Margalida Gili, Glenn Kiekens, Francisco H Machancoses, Jose A Piqueras, Marisa Rebagliato, Miquel Roca, Tíscar Rodríguez-Jiménez, Jordi Alonso, Gemma Vilagut

J Med Internet Res 2024 (Dec 10); 26:e55712

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