Search Results for author: Erin Craig

Found 2 papers, 1 papers with code

Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank

no code implementations26 Apr 2024 Thomas Le Menestrel, Erin Craig, Robert Tibshirani, Trevor Hastie, Manuel Rivas

Recent genome-wide association studies (GWAS) have uncovered the genetic basis of complex traits, but show an under-representation of non-European descent individuals, underscoring a critical gap in genetic research.

Disease Prediction

Predicting readmission risk from doctors' notes

1 code implementation29 Nov 2017 Erin Craig, Carlos Arias, David Gillman

We develop a model using deep learning techniques and natural language processing on unstructured text from medical records to predict hospital-wide $30$-day unplanned readmission, with c-statistic $. 70$.

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