2 papers
cs.LG2026
Auditing Sybil: Explaining Deep Lung Cancer Risk Prediction Through Generative Interventional Attributions
Bartlomiej Sobieski, Jakub Grzywaczewski, Karol Dobiczek +6
Lung cancer remains the leading cause of cancer mortality, driving the development of automated screening tools to alleviate radiologist workload. Standing at the frontier of this…
eess.IV2026
Validating the Clinical Utility of CineECG 3D Reconstructions through Cross-Modal Feature Attribution
Karol Dobiczek, Maciej Mozolewski, Szymon Bobek +3
Deep learning models for 12-lead electrocardiogram (ECG) analysis achieve high diagnostic performance but lack the intuitive interpretability required for clinical integration. Sta…