Machine learning hypothesis-generation for patient stratification and target discovery in rare disease: our experience with Open Science in ALS

IntroductionAdvances in machine learning (ML) methodologies, combined with multidisciplinary collaborations across biological and physical sciences, has the potential to propel drug discovery and development. Open Science fosters this collaboration by releasing datasets and methods into the public s...

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Bibliographic Details

Published in:	Frontiers in Computational Neuroscience
Main Authors:	Joseph Geraci, Ravi Bhargava, Bessi Qorri, Paul Leonchyk, Douglas Cook, Moses Cook, Fanny Sie, Luca Pani
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-01-01
Subjects:	augmented intelligence Open Science targeted therapy combination therapy collaboration machine learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fncom.2023.1199736/full