Survival analysis of patient groups defined by unsupervised machine learning clustering methods based on patient metabolomic data.

Purpose: Meta-analyses failed to accurately identify patients with non-metastatic breast cancer who are likely to benefit from chemotherapy, and metabolomics could provide new answers. In our previous published work, patients were clustered using five different unsupervised machine learning (ML) met...

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Bibliographic Details
Main Authors: Caroline Bailleux, David Chardin, Jean-Marie Guigonis, Jean-Marc Ferrero, Yann Chateau, Olivier Humbert, Thierry Pourcher, Jocelyn Gal
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037023003884