Search Results for author: Arturo L. Pineda

Found 2 papers, 2 papers with code

LitGen: Genetic Literature Recommendation Guided by Human Explanations

1 code implementation24 Sep 2019 Allen Nie, Arturo L. Pineda, Matt W. Wright Hannah Wand, Bryan Wulf, Helio A. Costa, Ronak Y. Patel, Carlos D. Bustamante, James Zou

In collaboration with the Clinical Genomic Resource (ClinGen)---the flagship NIH program for clinical curation---we propose the first machine learning system, LitGen, that can retrieve papers for a particular variant and filter them by specific evidence types used by curators to assess for pathogenicity.

DeepTag: inferring all-cause diagnoses from clinical notes in under-resourced medical domain

1 code implementation28 Jun 2018 Allen Nie, Ashley Zehnder, Rodney L. Page, Arturo L. Pineda, Manuel A. Rivas, Carlos D. Bustamante, James Zou

However, clinicians lack the time and resource to annotate patient records with standard medical diagnostic codes and most veterinary visits are captured in free text notes.

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