ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning. - Sahil Sethi; David Chen; Thomas Statchen; Michael C. Burkhart; Nipun Bhandari; Bashar Ramadan; Brett K. Beaulieu-Jones (CoRR, 2025)

Foundation models for electronic health records: representation dynamics and transferability. - Michael C. Burkhart; Bashar Ramadan; Zewei Liao; Kaveri Chhikara; Juan C. Rojas; William F. Parker; Brett K. Beaulieu-Jones (CoRR, 2025)

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models. - Michael C. Burkhart; Bashar Ramadan; Luke Solo; William F. Parker; Brett K. Beaulieu-Jones (CoRR, 2025)