QualityFM, a multimodal ECG/PPG foundation model using self-distillation from clean to noisy signals, outperforms task-specific baselines on three ICU monitoring tasks.
K.; Ding, E.; Walkey, A
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients
QualityFM, a multimodal ECG/PPG foundation model using self-distillation from clean to noisy signals, outperforms task-specific baselines on three ICU monitoring tasks.