Mining multi-site clinical data to develop machine learning MRI biomarkers: application to neonatal hypoxic ischemic encephalopathy

BACKGROUND: Secondary and retrospective use of hospital-hosted clinical data provides a time- and cost-efficient alternative to prospective clinical trials for biomarker development. This study aims to create a retrospective clinical dataset of Magnetic Resonance Images (MRI) and clinical records of...

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Detalhes bibliográficos
Publicado no:J Transl Med
Main Authors: Weiss, Rebecca J., Bates, Sara V., Song, Ya’nan, Zhang, Yue, Herzberg, Emily M., Chen, Yih-Chieh, Gong, Maryann, Chien, Isabel, Zhang, Lily, Murphy, Shawn N., Gollub, Randy L., Grant, P. Ellen, Ou, Yangming
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Protocol
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6873573/
https://ncbi.nlm.nih.gov/pubmed/31752923
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12967-019-2119-5
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