Xiuyi Fan

The influences of ChatGPT on undergraduate students’ demonstrated and perceived interdisciplinary learning

2024 · 21 Zit. · Education and Information Technologies

Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records

2023 · 5 Zit.

Advancing AI Literacy in Medical Education: A Medical AI Competency Framework Development

2025 · 4 Zit. · Lecture notes in computer science

The Use of Large Language Models in Ophthalmology: A Scoping Review on Current Use-Cases and Considerations for Future Works in This Field

2025 · 3 Zit. · Big Data and Cognitive Computing

The Effect of Explainable AI and Uncertainty Quantification on Medical Students’ Perspectives of Decision-Making AI: A Cancer Screening Case Study

2025 · 1 Zit.

A Comparison of Global Explanations Given on Electronic Health Records

2024 · 1 Zit. · Lecture notes in networks and systems

Batch-Integrated Gradients: A Library for Explaining Temporal Health Data

2025 · 0 Zit.

Position Paper: Integrating Explainability and Uncertainty Estimation in Medical AI

2025 · 0 Zit. · ArXiv.org

Evaluating a Multi-Modal Large Language Model for Ophthalmology Triage

2025 · 0 Zit. · Journal of Clinical & Translational Ophthalmology

The Use of Large Language Models in Ophthalmology: A Scoping Review on Current Use-Cases and Considerations for Future Works in This Field

2025 · 0 Zit. · Preprints.org

On Identifying Effective Investigations with Feature Finding Using Explainable AI: An Ophthalmology Case Study

2024 · 0 Zit. · Lecture notes in computer science

AI-Powered Classification of Medical Students’ Professionalism Profiles

2025 · 0 Zit. · Communications in computer and information science

Position Paper: Integrating Explainability and Uncertainty Estimation in Medical AI

2025 · 0 Zit.