research
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07/27/2023
Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures
Initial hours of hospital admission impact clinical trajectory, but earl...
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03/13/2023
Transformer Models for Acute Brain Dysfunction Prediction
Acute brain dysfunctions (ABD), which include coma and delirium, are pre...
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03/09/2023
Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit
In the United States, more than 5 million patients are admitted annually...
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03/08/2023
Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis
Objectives: We aim to quantify longitudinal acute kidney injury (AKI) tr...
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04/27/2020
Application of Deep Interpolation Network for Clustering of Physiologic Time Series
Background: During the early stages of hospital admission, clinicians mu...
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10/28/2019