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04/30/2022
Electrocardiographic Deep Learning for Predicting Post-Procedural Mortality
Background. Pre-operative risk assessments used in clinical practice are...
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09/29/2020
Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model
We introduce Latent Meaning Cells, a deep latent variable model which le...
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12/07/2018
Phenotype inference with Semi-Supervised Mixed Membership Models
Disease phenotyping algorithms process observational clinical data to id...
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05/21/2018
Multiple Causal Inference with Latent Confounding
Causal inference from observational data requires assumptions. These ass...
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08/06/2016