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

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...

Full description

Bibliographic Details
Main Authors: Weiss, Rebecca J, Bates, Sara V, Song, Ya’nan, Zhang, Yue, Herzberg, Emily M, Chen, Yih-Chieh, Gong, Maryann M., Chien, Isabel, Zhang, Lily, Murphy, Shawn N, Gollub, Randy L, Grant, P. E, Ou, Yangming
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: BioMed Central 2020
Online Access:https://hdl.handle.net/1721.1/126245

Similar Items

Similar Items