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03/22/2023
A dynamic risk score for early prediction of cardiogenic shock using machine learning
Myocardial infarction and heart failure are major cardiovascular disease...
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03/02/2021
Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations
While the need for interpretable machine learning has been established, ...
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01/13/2021
COVID-19 Deterioration Prediction via Self-Supervised Representation Learning and Multi-Image Prediction
The rapid spread of COVID-19 cases in recent months has strained hospita...
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08/13/2020
The Transformation of Patient-Clinician Relationships With AI-Based Medical Advice: A "Bring Your Own Algorithm" Era in Healthcare
One of the dramatic trends at the intersection of computing and healthca...
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08/04/2020
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
During the COVID-19 pandemic, rapid and accurate triage of patients at t...
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02/02/2020
Assessment of Amazon Comprehend Medical: Medication Information Extraction
In November 27, 2018, Amazon Web Services (AWS) released Amazon Comprehe...
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05/17/2017
Utility of general and specific word embeddings for classifying translational stages of research
Conventional text classification models make a bag-of-words assumption r...
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05/04/2017