A Template for Translational Bioinformatics: Facilitating Multimodal Data Analyses in Preclinical Models of Neurological Injury.

Hunter A GaudioViveknarayanan PadmanabhanWilliam P Landis Luiz Eduardo Virgilio Silva Julia C SlovisJonathan StarrM Katie WeeksNicholas J Widmann Rodrigo Menezes Forti Gerard H Laurent Nicolina R RanieriFrank MiRinat E Degani Thomas HallowellNile DelsoHannah Calkins Christiana DobrzynskiSophie HaddadShih-Han KaoMisun Hwang Lingyun Shi Wesley Boehs Baker Fu-Chiang Rich Tsui Ryan W Morgan Todd J Kilbaugh Tiffany S Ko

Published in: bioRxiv : the preprint server for biology (2023)

The described preclinical data framework may serve as a template to aid in data management efforts in other translational research labs that generate heterogeneous data sets and require a dynamic platform that can easily evolve alongside their research.

Keyphrases

electronic health record
big data
machine learning
cell therapy
data analysis
molecularly imprinted
bone marrow
artificial intelligence
quality improvement
blood brain barrier
simultaneous determination
liquid chromatography