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07/19/2021
Self-supervision for health insurance claims data: a Covid-19 use case
In this work, we modify and apply self-supervision techniques to the dom...
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08/23/2019
Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis
Background: While machine learning (ML) models are rapidly emerging as p...
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03/28/2019
Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance
In this work, we utilize Machine Learning for early recognition of patie...
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09/11/2018
Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data
Industry datasets used for text classification are rarely created for th...
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09/11/2018
Toward Automated Early Sepsis Alerting: Identifying Infection Patients from Nursing Notes
Severe sepsis and septic shock are conditions that affect millions of pa...
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06/26/2018