Akshay Chaudhari

Federated benchmarking of medical artificial intelligence with MedPerf

2023 · 134 Zit. · Nature Machine Intelligence

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

2025 · 60 Zit. · Radiology

Challenges in ensuring the generalizability of image quantitation methods for MRI

2021 · 42 Zit. · Medical Physics

Developing medical imaging AI for emerging infectious diseases

2022 · 37 Zit. · Nature Communications

GREEN: Generative Radiology Report Evaluation and Error Notation

2024 · 26 Zit.

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

2025 · 24 Zit. · Nature Communications

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

2024 · 23 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

Assessing Completeness of Clinical Histories Accompanying Imaging Orders Using Adapted Open-Source and Closed-Source Large Language Models

2025 · 12 Zit. · Radiology

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

2025 · 9 Zit. · ArXiv.org

Radiology Decision Support System for Selecting Appropriate CT Imaging Titles Using Machine Learning Techniques Based on Electronic Medical Records

2023 · 4 Zit. · IEEE Access

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

2025 · 3 Zit. · Research Square

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

2021 · 2 Zit. · White Rose Research Online (University of Leeds, The University of Sheffield, University of York)

Eyes Tell the Truth: Gaze Val Highlights Shortcomings of Generative AI in Medical Imaging

2025 · 1 Zit.