3 papers
cs.CL2026
CheXPoT: Post-Hoc Visual Verification and Correction of VLM-Generated Radiology Reports
Joey Guo, Rayan Ansari, Alaa Youssef
Vision-language models (VLMs) have shown promise for chest radiograph report generation, but adoption remains limited because of hallucinated findings that are not grounded in the…
cs.CL2026
Corpus Characterization and Inverse Constitutional Fine-Tuning for Style-Aware Radiology Reports
Sarah Y. Li, Elijah Renner, Rayan Ansari +1
Automated radiology report generation has advanced rapidly in diagnostic accuracy, yet generated reports frequently diverge from the stylistic conventions of authentic radiologist…
cs.LG2024
ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoring
Rayan Ansari, John Cao, Sabyasachi Bandyopadhyay +3
We present ConvexECG, an explainable and resource-efficient method for reconstructing six-lead electrocardiograms (ECG) from single-lead data, aimed at advancing personalized and c…