Robert B. Haynes

118 Lake Street
St. Catharines, ON, Canada

Last Updated: 09/26/2026

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Found 108 publications

Understanding Transformer-Based Classifications of Medical Text Using a Large Language Model for the Attribution of Feature Importance: Proof-of-Concept Algorithm Development and Validation Study.

Understanding Transformer-Based Classifications of Medical Text Using a Large Language Model for the Attribution of Feature Importance: Proof-of-Concept Algorithm Development and Validation Study.

Journal: JMIR medical informatics

Published: July 31, 2025

Zero-shot interpretable biomedical literature appraisal with generative large language models.

Zero-shot interpretable biomedical literature appraisal with generative large language models.

Journal: JAMIA open

Published: July 11, 2025

Fine-Tuning and Benchmarking Transformer Models for Multiclass Classification of Clinical Research Papers: Retrospective Modeling Study.

Fine-Tuning and Benchmarking Transformer Models for Multiclass Classification of Clinical Research Papers: Retrospective Modeling Study.

Journal: JMIR AI

Published: May 12, 2025

Attitudes of medical and life sciences university students and postdoctoral fellows toward AI chatbots in education: an international cross-sectional survey.

Attitudes of medical and life sciences university students and postdoctoral fellows toward AI chatbots in education: an international cross-sectional survey.

Journal: Scientific reports

Published: March 11, 2025

Attitudes and perceptions of biomedical journal editors in chief towards the use of artificial intelligence chatbots in the scholarly publishing process: a cross-sectional survey.

Attitudes and perceptions of biomedical journal editors in chief towards the use of artificial intelligence chatbots in the scholarly publishing process: a cross-sectional survey.

Journal: Research integrity and peer review

Published: February 19, 2025

Publisher preferences for a journal transparency tool: A modified three-round Delphi study.

Publisher preferences for a journal transparency tool: A modified three-round Delphi study.

Journal: F1000Research

Published: January 06, 2025

Benchmarking domain-specific pretrained language models to identify the best model for methodological rigor in clinical studies.

Benchmarking domain-specific pretrained language models to identify the best model for methodological rigor in clinical studies.

Journal: Journal of biomedical informatics

Published: December 01, 2024

Policies on artificial intelligence chatbots among academic publishers: a cross-sectional audit.

Policies on artificial intelligence chatbots among academic publishers: a cross-sectional audit.

Journal: Research integrity and peer review

Published: July 31, 2024

The McMaster Health Information Research Unit: Over a Quarter-Century of Health Informatics Supporting Evidence-Based Medicine.

The McMaster Health Information Research Unit: Over a Quarter-Century of Health Informatics Supporting Evidence-Based Medicine.

Journal: Journal of medical Internet research

Published: March 28, 2024

Attitudes and perceptions of medical researchers towards the use of artificial intelligence chatbots in the scientific process: an international cross-sectional survey.

Attitudes and perceptions of medical researchers towards the use of artificial intelligence chatbots in the scientific process: an international cross-sectional survey.

Journal: The Lancet. Digital health

Published: March 25, 2024

Boosting efficiency in a clinical literature surveillance system with LightGBM.

Boosting efficiency in a clinical literature surveillance system with LightGBM.

Journal: PLOS digital health

Published: June 18, 2023

Deep learning to refine the identification of high-quality clinical research articles from the biomedical literature: Performance evaluation.

Deep learning to refine the identification of high-quality clinical research articles from the biomedical literature: Performance evaluation.

Journal: Journal of biomedical informatics

Published: November 15, 2022

Showing 1-12 of 108

Last Updated: 09/26/2026