2 papers
cs.LG2026
CoMedBench: A Multi-Source Benchmark of Synthetic Medical Data Fidelity and Downstream Utility
Akanta Das, Farhad Al-Amin Dipto, Mrinmoy Sarkar Anto +3
Access to clinical data is essential for developing reliable healthcare machine learning systems, but direct use of electronic health records is constrained by privacy regulation,…
cs.AI2026
ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation
Akanta Das, Tasinul Islam Ahon, Ahmed Mahir Sultan Rumi +3
Electrocardiography (ECG) is one of the most widely used non-invasive tools for diagnosing cardiovascular disease, but transforming multi-lead ECG recordings into reliable clinical…