Biomarker pretraining on MIMIC-IV-ECG followed by fine-tuning on Brazilian Chagas ECG datasets produced a 5th-place score of 0.269 in the 2025 PhysioNet Challenge.
Longitudinal study of patients with chronic Chagas cardiomyopathy in Brazil (SaMi-Trop project): a cohort profile
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Biomarker-Based Pretraining for Chagas Disease Screening in Electrocardiograms
Biomarker pretraining on MIMIC-IV-ECG followed by fine-tuning on Brazilian Chagas ECG datasets produced a 5th-place score of 0.269 in the 2025 PhysioNet Challenge.