Research Methodology

Back to theme
Back to themes list

Back to all theme articles

Years in this theme: All years 2026 2025 2024 2023 2022

Download Issue Citations: END BibTex RIS

Articles published in 2025 in this theme: 25 (scroll down to load remaining articles)

2025

View image

Antidepressant and Antipsychotic Drug Use and Cancer Risk: Protocol for an Overview of Systematic Reviews and Meta-Analyses

Joan Vicent Sánchez-Ortí, Jaume Forés-Martos, Vui Doan, Pablo Vicente-Martínez, Diego Macías Saint-Gerons, María Flores-Rodero, Jon Sánchez-Valle, Patricia Correa-Ghisays, Vicent Balanzá-Martínez, Pau Soldevila-Matías, Joan Vila-Francés, Emilio Soria-Olivas, Alfonso Valencia, Rafael Tabarés-Seisdedos

JMIR Res Protoc 2025 (Dec 23); 14:e78596

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Transparent Reporting of AI in Systematic Literature Reviews: Development of the PRISMA-trAIce Checklist

Dirk Holst, Keno Moenck, Julian Koch, Ole Schmedemann, Thorsten Schüppstuhl

JMIR AI 2025 (Dec 10); 4:e80247

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Critical Appraisal Tools for Evaluating Artificial Intelligence in Clinical Studies: Scoping Review

Juan B Cabello, Vicente Ruiz Garcia, Miguel Torralba, Miguel Maldonado Fernandez, Marimar Ubeda, Eukene Ansuategui, Luis Ramos-Ruperto, Jose I Emparanza, Iratxe Urreta, Maria Teresa Iglesias, Jose I Pijoan, Amanda Burls

J Med Internet Res 2025 (Dec 08); 27:e77110

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

The Validity of Generative Artificial Intelligence in Evaluating Medical Students in Objective Structured Clinical Examination: Experimental Study

Masashi Yokose, Takanobu Hirosawa, Tetsu Sakamoto, Ren Kawamura, Yudai Suzuki, Yukinori Harada, Taro Shimizu

JMIR Form Res 2025 (Dec 04); 9:e79465

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Detection and Management of Geographic Atrophy Secondary to Age-Related Macular Degeneration Using Noninvasive Retinal Images and Artificial Intelligence: Systematic Review

Nannan Shi, Jiaxian Li, Mengqiu Shang, Weidao Zhang, Kai Xu, Yamin Li, Lina Liang

J Med Internet Res 2025 (Nov 21); 27:e81328

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Examining Transparency in Kidney Transplant Recipient Selection Criteria: Nationwide Cross-Sectional Study

Belen Rivera, Stalin Canizares, Gabriel Cojuc-Konigsberg, Olena Holub, Alex Nakonechnyi, Ritah R Chumdermpadetsuk, Keren Ladin, Devin E Eckhoff, Rebecca Allen, Aditya Pawar

JMIR AI 2025 (Nov 04); 4:e74066

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Free-Text Responses in a Nationally Representative Experimental Survey about End-of-Life Care Choices: ChatGPT-4o-Assisted Qualitative Analytical Study

Elizabeth M Goldberg, Megan Bounds, Mario Macis, Lauren Hersch Nicholas, Jonathan Gomez Picazo

JMIR Aging 2025 (Oct 29); 8:e76335

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Evaluating Large Language Models in Ophthalmology: Systematic Review

Zili Zhang, Haiyang Zhang, Zhe Pan, Zhangqian Bi, Yao Wan, Xuefei Song, Xianqun Fan

J Med Internet Res 2025 (Oct 27); 27:e76947

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Comparison of Japanese Mpox (Monkeypox) Health Education Materials and Texts Created by Artificial Intelligence: Cross-Sectional Quantitative Content Analysis Study

Shinya Ito, Emi Furukawa, Tsuyoshi Okuhara, Hiroko Okada, Takahiro Kiuchi

JMIR AI 2025 (Oct 17); 4:e70604

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Explainable AI-Driven Analysis of Radiology Reports Using Text and Image Data: Experimental Study

Muhammad Tayyab Zamir, Safir Ullah Khan, Alexander Gelbukh, Edgardo Manuel Felipe Riverón, Irina Gelbukh

JMIR Form Res 2025 (Oct 14); 9:e77482

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Extension of the Consolidated Criteria for Reporting Qualitative Research Guideline to Large Language Models (COREQ+LLM): Protocol for a Multiphase Study

Leonard Fehring, Julian Frings, Paul Rust, Christian Kempny, Petra A Thürmann, Sven Meister

JMIR Res Protoc 2025 (Sep 24); 14:e78682

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Machine Learning in Health Economic Evaluations: Protocol for a Scoping Review

Hanan Daghash, Ashleigh Kernohan, Gurdeep S Sagoo, Edward Meinert, Victoria Riccalton, Cen Cong, Ananya Ananthakrishnan, Rohan Pandey, Rosiered Brownson-Smith

JMIR Res Protoc 2025 (Sep 24); 14:e77494

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Leveraging Smart Bed Technology to Detect COVID-19 Symptoms: Case Study

Gary Garcia-Molina, Dmytro Guzenko, Susan DeFranco, Mark Aloia, Rajasi Mills, Faisal Mushtaq, Virend K Somers

JMIR AI 2025 (Sep 17); 4:e64018

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Critical Assessment of Large Language Models’ (ChatGPT) Performance in Data Extraction for Systematic Reviews: Exploratory Study

Hesam Mahmoudi, Doris Chang, Hannah Lee, Navid Ghaffarzadegan, Mohammad S Jalali

JMIR AI 2025 (Sep 11); 4:e68097

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Identifying Adverse Drug Events in Clinical Text Using Fine-Tuned Clinical Language Models: Machine Learning Study

Elizaveta Kopacheva, Aron Henriksson, Hercules Dalianis, Tora Hammar, Alisa Lincke

JMIR Form Res 2025 (Sep 11); 9:e71949

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Evaluation of AI Tools Versus the PRISMA Method for Literature Search, Data Extraction, and Study Composition in Glaucoma Systematic Reviews: Content Analysis

Laura Antonia Meliante, Giulia Coco, Alessandro Rabiolo, Stefano De Cillà, Gianluca Manni

JMIR AI 2025 (Sep 05); 4:e68592

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Deep Learning Multi-Modal Melanoma Detection: Algorithm Development and Validation

Nithika Vivek, Karthik Ramesh

JMIR AI 2025 (Aug 13); 4:e66561

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Stacked Deep Learning Ensemble for Multiomics Cancer Type Classification: Development and Validation Study

Amani Ameen, Nofe Alganmi, Nada Bajnaid

JMIR Bioinform Biotech 2025 (Aug 12); 6:e70709

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Evaluating a Customized Version of ChatGPT for Systematic Review Data Extraction in Health Research: Development and Usability Study

Jayden Sercombe, Zachary Bryant, Jack Wilson

JMIR Form Res 2025 (Aug 11); 9:e68666

Download Citation: END BibTex RIS

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

Download PDF Download XML

View image

Training Language Models for Estimating Priority Levels in Ultrasound Examination Waitlists: Algorithm Development and Validation

Kanato Masayoshi, Masahiro Hashimoto, Naoki Toda, Hirozumi Mori, Goh Kobayashi, Hasnine Haque, Mizuki So, Masahiro Jinzaki

JMIR AI 2025 (Jul 22); 4:e68020

Download Citation: END BibTex RIS

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

Download PDF Download XML

Research Methodology - AI

2025