Using supervised machine learning classifiers to estimate likelihood of participating in clinical trials of a de-identified version of ResearchMatch

INTRODUCTION: Lack of participation in clinical trials (CTs) is a major barrier for the evaluation of new pharmaceuticals and devices. Here we report the results of the analysis of a dataset from ResearchMatch, an online clinical registry, using supervised machine learning approaches and a deep lear...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:J Clin Transl Sci
Main Authors: Vazquez, Janette, Abdelrahman, Samir, Byrne, Loretta M., Russell, Michael, Harris, Paul, Facelli, Julio C.
Formato: Artigo
Idioma:Inglês
Publicado em: Cambridge University Press 2020
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8057403/
https://ncbi.nlm.nih.gov/pubmed/33948264
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1017/cts.2020.535
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados