3 papers
cs.LG2026
Pre-AF 13: An Interpretable Atrial Fibrillation Risk Score Mined from Discharge Reports
Olga Shakhmatova, Dmitrii Kriukov, Daniil Larionov +10
Background. Atrial fibrillation (AF) is the most prevalent cardiac arrhythmia and a major determinant of prognosis. Established AF risk scores rely on factors (older age, hypertens…
cs.CV2025
ChexFract: From General to Specialized -- Enhancing Fracture Description Generation
Nikolay Nechaev, Evgeniia Przhezdzetskaia, Dmitry Umerenkov +1
Generating accurate and clinically meaningful radiology reports from chest X-ray images remains a significant challenge in medical AI. While recent vision-language models achieve s…
cs.CV2025
How many samples to label for an application given a foundation model? Chest X-ray classification study
Nikolay Nechaev, Evgeniia Przhezdzetskaia, Viktor Gombolevskiy +2
Chest X-ray classification is vital yet resource-intensive, typically demanding extensive annotated data for accurate diagnosis. Foundation models mitigate this reliance, but how m…