Hoifung Poon

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

2023 · 165 Zit. · arXiv (Cornell University)

A clinically accessible small multimodal radiology model and evaluation metric for chest X-ray findings

2025 · 24 Zit. · Nature Communications

Exploring the Boundaries of GPT-4 in Radiology

2023 · 21 Zit.

Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing

2021 · 17 Zit. · arXiv (Cornell University)

Biomedical Natural Language Processing in the Era of Large Language Models

2025 · 14 Zit. · Annual Review of Biomedical Data Science

Foundation Models for Biomedical Image Segmentation: A Survey

2024 · 13 Zit. · arXiv (Cornell University)

A perspective for adapting generalist AI to specialized medical AI applications and their challenges

2025 · 6 Zit. · npj Digital Medicine

 A Systematic Review and Implementation Guidelines of Multimodal Foundation Models in Medical Imaging

2025 · 3 Zit. · Research Square

Exploring the Boundaries of GPT-4 in Radiology

2023 · 2 Zit. · arXiv (Cornell University)

Exploring the Future of AI in Clinical Collaboration: A Study on Tumor Board Case Preparation

2026 · 1 Zit.

Pareto Optimal Learning for Estimating Large Language Model Errors

2023 · 1 Zit. · arXiv (Cornell University)

Exploring Scaling Laws for EHR Foundation Models

2025 · 0 Zit. · ArXiv.org

X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains

2025 · 0 Zit. · ArXiv.org

Breaching the Curation Bottleneck with Human-Machine Reading Symbiosis

2024 · 0 Zit. · SSRN Electronic Journal