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03/30/2023
Developing a Robust Computable Phenotype Definition Workflow to Describe Health and Disease in Observational Health Research
Health informatics can inform decisions that practitioners, patients, po...
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12/28/2022
Assisted Living in the United States: an Open Dataset
An assisted living facility (ALF) is a place where someone can live, hav...
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03/10/2022
Assessing Phenotype Definitions for Algorithmic Fairness
Disease identification is a core, routine activity in observational heal...
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09/15/2020
Evaluating representations by the complexity of learning low-loss predictors
We consider the problem of evaluating representations of data for use in...
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04/10/2019
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission
Clinical notes contain information about patients that goes beyond struc...
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05/03/2018
Noisin: Unbiased Regularization for Recurrent Neural Networks
Recurrent neural networks (RNNs) are powerful models of sequential data....
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05/24/2017
Proximity Variational Inference
Variational inference is a powerful approach for approximate posterior i...
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10/27/2016
Operator Variational Inference
Variational inference is an umbrella term for algorithms which cast Baye...
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08/19/2015