Data Integration Challenges for Machine Learning in Precision Medicine

• Published in: Frontiers in medicine Vol. 8; p. 784455
• Main Authors: Martínez-García, Mireya, Hernández-Lemus, Enrique
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 25.01.2022
• Subjects: computational intelligence; data integration; machine learning; Medicine; meta-data mining; precision medicine; computational intelligence; precision medicine; meta-data mining; machine learning; data integration

A main goal of Precision Medicine is that of incorporating and integrating the vast corpora on different databases about the molecular and environmental origins of disease, into analytic frameworks, allowing the development of individualized, context-dependent diagnostics, and therapeutic approaches...