Phrase-grounded APO for Improving Chest X-ray Report Generation
R. Mahmood and T. F. Syeda-Mahmood.
Publications
Publications
Peer-reviewed work in trustworthy radiology AI, vision-language modeling, text analytics, and medical imaging.
Automatic Correction of AI Reports using Fact-Checking Model-guided LLMs
R. Mahmood, P. Yan, and T. F. Syeda-Mahmood.
SemCLIP: A Semantic Memory-Aligned Vision-Language Model
T. Syeda-Mahmood, K. C. L. Wong, S. Kashyap, N. D'Souza, L. Shi, R. Mahmood, and H. Wang.
Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports
R. Mahmood, K. C. L. Wong, D. M. Reyes, N. D'Souza, L. Shi, J. Wu, P. Kaviani, M. Kalra, G. Wang, P. Yan, and T. Syeda-Mahmood.
Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings
R. Mahmood, P. Yan, D. M. Reyes, G. Wang, M. Kalra, P. Kaviani, J. T. Wu, and T. Syeda-Mahmood.
Improving Open Vocabulary Tagging using Semantic Clustering
R. Mahmood and T. Syeda-Mahmood. Patent reference: P202500951US02.
Fact-checking of AI-generated Reports
R. Mahmood, D. Machado, G. Wang, M. Kalra, and P. Yan.
Contrast BERT: Supervised Contrastive Learning of BERT-Encoded IT Logs for Anomaly Classification
R. Mahmood, X. Liu, A. Xu, and R. Akkiraju.
Spatially-preserving Flattening in Deep Learning for Location-aware Classification
N. Shrivastava, R. Mahmood, and T. Syeda-Mahmood. Patent reference: P202200366US01.
Automatic Detection of Dilated Cardiomyopathy in Cardiac Ultrasound Videos
R. Mahmood, Q. Wang, and T. Syeda-Mahmood.
Automatic Detection of Left Ventricular Aneurysms in Echocardiogram Videos
R. Mahmood and T. Syeda-Mahmood.