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eess.SP2024
Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction
Sayeri Lala, Hanlin Goh, Christopher Sandino
Sleep staging is a clinically important task for diagnosing various sleep disorders, but remains challenging to deploy at scale because it because it is both labor-intensive and ti…
eess.SP2023
SECRETS: Subject-Efficient Clinical Randomized Controlled Trials using Synthetic Intervention
Sayeri Lala, Niraj K. Jha
The randomized controlled trial (RCT) is the gold standard for estimating the average treatment effect (ATE) of a medical intervention but requires 100s-1000s of subjects, making i…