Sergios Gatidis

Overcoming barriers to data sharing with medical image generation: a comprehensive evaluation

2021 · 81 Zit. · Europe PMC (PubMed Central)

Foundation Models in Radiology: What, How, Why, and Why Not

2025 · 63 Zit. · Radiology

A dataset and benchmark for hospital course summarization with adapted large language models

2024 · 24 Zit. · Journal of the American Medical Informatics Association

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

2023 · 19 Zit. · arXiv (Cornell University)

Best Practices for Large Language Models in Radiology

2025 · 14 Zit. · Radiology

Improving assessment of lesions in longitudinal CT scans: a bi-institutional reader study on an AI-assisted registration and volumetric segmentation workflow

2024 · 11 Zit. · International Journal of Computer Assisted Radiology and Surgery

Deep learning-based age estimation from clinical Computed Tomography image data of the thorax and abdomen in the adult population

2023 · 10 Zit. · PLoS ONE

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

2025 · 9 Zit. · ArXiv.org

Structuring Radiology Reports: Challenging LLMs with Lightweight Models

2025 · 4 Zit.

Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging

2024 · 3 Zit. · Lecture notes in computer science

Best Practices for Large Language Models in Radiology

2024 · 1 Zit. · arXiv (Cornell University)

Expert-level validation of AI-generated medical text with scalable language models

2025 · 1 Zit. · Research Square

MedVAL: Toward Expert-Level Medical Text Validation with Language Models

2025 · 0 Zit. · arXiv (Cornell University)