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Predictive modeling of clinical trial terminations using feature engineering and embedding learning

In this study, we propose to use machine learning to understand terminated clinical trials. Our goal is to answer two fundamental questions: (1) what are common factors/markers associated to terminated clinical trials? and (2) how to accurately predict whether a clinical trial may be terminated or n...

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Detalles Bibliográficos
Autores principales: Elkin, Magdalyn E., Zhu, Xingquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7876037/
https://www.ncbi.nlm.nih.gov/pubmed/33568706
http://dx.doi.org/10.1038/s41598-021-82840-x