CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding
CCD is a training- and retrieval-free inference framework for mitigating hallucinations in radiology MLLMs.
Apr 6, 2026
Automated Chest X-ray Report Generation Remains Unsolved
The ReXrank Challenge V1.0 benchmark reveals that automated chest X-ray report generation remains fundamentally unsolved, with significant performance gaps and variability across healthcare institutions.
Jan 1, 2026
π Paper Accepted at PSB 2026!
Our paper is accepted for poster presentation.
Dec 22, 2025
CCD
Clinical Contrastive Decoding, a training-free and retrieval-free inference framework for radiology MLLMs.
Sep 27, 2025
π¨ Preprint out β Clinical Contrastive DecodingοΌ
A technique to mitigate hallucination in radiology MLLMs.
Sep 27, 2025
RadEval: A framework for radiology text evaluation
RadEval, an open-source framework for evaluating radiology texts, integrating diverse metrics and a richly annotated expert dataset to enhance reproducibility and benchmarking in radiology report generation.
Sep 22, 2025
π Paper Accepted β See You at EMNLP 2025!
Our paper has been accepted for System Demo with Oral.
Sep 9, 2025
RadEval
A framework for radiology text evaluation, focused on chest X-ray report generation.
Jul 4, 2025
π Paper Accepted β See You at ACL 2025!
Our paper is accepted. We're heading to Vienna for ACL 2025!
May 15, 2025
Libra - What about next?πΈ
Beyond temporal comparison - exploring future directions in radiology AI modeling
Apr 25, 2025