Ontology highlight
ABSTRACT:
SUBMITTER: Shah N
PROVIDER: S-EPMC7660369 | biostudies-literature | 2020 Aug
REPOSITORIES: biostudies-literature
Shah Najeebullah N Li Jiaqi J Li Fanhong F Chen Wenchang W Gao Haoxiang H Chen Sijie S Hua Kui K Zhang Xuegong X
Patterns (New York, N.Y.) 20200710 5
Expectations of machine learning (ML) are high for discovering new patterns in high-throughput biological data, but most such practices are accustomed to relying on existing knowledge conditions to design experiments. Investigations of the power and limitation of ML in revealing complex patterns from data without the guide of existing knowledge have been lacking. In this study, we conducted systematic experiments on such <i>ab initio</i> knowledge discovery with ML methods on single-cell RNA-seq ...[more]