Search Results for author: Collin Stultz

Found 3 papers, 2 papers with code

Detecting QT prolongation From a Single-lead ECG With Deep Learning

no code implementations17 Dec 2023 Ridwan Alam, Aaron Aguirre, Collin Stultz

For a number of antiarrhythmics, drug loading requires a 3 day hospitalization with monitoring for QT prolongation.

Specificity

Event-Based Contrastive Learning for Medical Time Series

1 code implementation16 Dec 2023 Hyewon Jeong, Nassim Oufattole, Matthew McDermott, Aparna Balagopalan, Bryan Jangeesingh, Marzyeh Ghassemi, Collin Stultz

In clinical practice, one often needs to identify whether a patient is at high risk of adverse outcomes after some key medical event.

Contrastive Learning Decision Making +2

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