3 papers
cs.CV2026
Spatio-Temporal and Clinical Conditioning for Fine-Grained Radiology Report Retrieval
P. Sloan, E. Simpson, M. Mirmehdi
Radiology is vital to modern healthcare, but rising imaging demand and persistent workforce shortages strain reporting capacity and clinical workflows. Automated radiology report g…
cs.LG2026
LEMON: Local Explanations via Modality-aware OptimizatioN
Yu Qin, Phillip Sloan, Raul Santos-Rodriguez +2
Multimodal models are ubiquitous, yet existing explainability methods are often single-modal, architecture-dependent, or too computationally expensive to run at scale. We introduce…
eess.IV2025
Clinically-aligned Multi-modal Chest X-ray Classification
Phillip Sloan, Edwin Simpson, Majid Mirmehdi
Radiology is essential to modern healthcare, yet rising demand and staffing shortages continue to pose major challenges. Recent advances in artificial intelligence have the potenti…