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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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04/27/2020
Interpretable Multi-Task Deep Neural Networks for Dynamic Predictions of Postoperative Complications
Accurate prediction of postoperative complications can inform shared dec...
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04/21/2020
Pain and Physical Activity Association in Critically Ill Patients
Critical care patients experience varying levels of pain during their st...
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10/28/2019
Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension
To test the hypothesis that accuracy, discrimination, and precision in p...
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10/21/2019
ICU Delirium Prediction Models: A Systematic Review
Purpose: Summarize ICU delirium prediction models published within the p...
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06/27/2019
The DREAMS Project: Improving the Intensive Care Patient Experience with Virtual Reality
Background: Patients undergoing critical care can experience negative ou...
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03/07/2019
Development and validation of computable Phenotype to Identify and Characterize Kidney Health in Adult Hospitalized Patients
Background: Acute kidney injury (AKI) is one of the most common complica...
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05/11/2018
Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics
Acute kidney injury (AKI) is a common and serious complication after a s...
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04/25/2018
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring
Currently, many critical care indices are repetitively assessed and reco...
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04/09/2018
Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study
Background: Major postoperative complications are associated with increa...
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02/28/2018
DeepSOFA: A Real-Time Continuous Acuity Score Framework using Deep Learning
Traditional methods for assessing illness severity and predicting in-hos...
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12/18/2017