2 papers
cs.CV2026
SGRNet: Spatially Guided Radiology Network for Structured Radiological Reporting of Head and Neck Cancer
Ayush Gupta, Vinkle Srivastav, Prateek Upadhya +3
Automated radiological report generation can alleviate clinical workloads and eliminate observer variability. However, standard free-text generation models pose hallucination risks…
cs.CL2026
Multi-RADS Synthetic Radiology Report Dataset and Head-to-Head Benchmarking of 41 Open-Weight and Proprietary Language Models
Kartik Bose, Abhinandan Kumar, Raghuraman Soundararajan +22
Background: Reporting and Data Systems (RADS) standardize radiology risk communication but automated RADS assignment from narrative reports is challenging because of guideline comp…