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cs.LG2024
Improving Prediction of Need for Mechanical Ventilation using Cross-Attention
Anwesh Mohanty, Supreeth P. Shashikumar, Jonathan Y. Lam +1
In the intensive care unit, the capability to predict the need for mechanical ventilation (MV) facilitates more timely interventions to improve patient outcomes. Recent works have…
cs.LG2024
Benchmarking changepoint detection algorithms on cardiac time series
Ayse Cakmak, Erik Reinertsen, Shamim Nemati +1
The pattern of state changes in a biomedical time series can be related to health or disease. This work presents a principled approach for selecting a changepoint detection algorit…