3 papers
cs.LG2026
ECG Biometrics with ArcFace-Inception: External Validation on MIMIC and HEEDB
Arjuna Scagnetto
ECG biometrics has been studied mainly on small cohorts and short inter-session intervals, leaving open how identification behaves under large galleries, external domain shift, and…
cs.LG2026
Verification and Identification in ECG biometric on large-scale
Scagnetto Arjuna
This work studies electrocardiogram (ECG) biometrics at large scale, directly addressing a critical gap in the literature: the scarcity of large-scale evaluations with operational…
stat.ME2022
How much of the past matters? Using dynamic survival models for the monitoring of potassium in heart failure patients using electronic health records
Caterina Gregorio, Giulia Barbati, Arjuna Scagnetto +2
Statistical methods to study the association between a longitudinal biomarker and the risk of death are very relevant for the long-term care of subjects affected by chronic illness…