New Paradigm of Machine Learning (ML) in Personalized Oncology: Data Trimming for Squeezing More Biomarkers From Clinical Datasets

Front Oncol. 2019 Jul 17:9:658. doi: 10.3389/fonc.2019.00658. eCollection 2019.

Nicolas Borisov¹, Anton Buzdin^{1

2

3}

¹ Department of Personalized Medicine, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
² Department of Genomics and Postgenomic Technologies, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.
³ Department of Bioinformatics and Molecular Networks, OmicsWay Corporation, Walnut, CA, United States.

No abstract available

Keywords: P vs. N problem; bioinformatics; machine learning; oncology; personalized medicine.