Leroy, Gondy

Optimizing corpus creation for training word embedding in low resource domains: a case study in Autism Spectrum Disorder (ASD).

Principal Investigator: 

Enabling Large-Scale Research on Autism Spectrum Disorders Through Automated Processing of EHR Using Natural Language Understanding - Final Report

Principal Investigator: 

Automated extraction of diagnostic criteria from electronic health records for autism spectrum disorders: development, evaluation, and application.

Principal Investigator: 

Enabling Large-Scale Research on Autism Spectrum Disorders Through Automated Processing of EHR Using Natural Language Understanding

Description: 

This research used natural language processing and machine learning to develop algorithms to recognize diagnostic criteria in free text for autism spectrum disorder, to increase earlier diagnosis and treatment.

Principal Investigator: 
Project Dates: 
September 1, 2017 to August 31, 2020