An Experiment on Ab Initio Discovery of Biological Knowledge from scRNA-Seq Data Using Machine Learning

Summary: 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 pat...

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Bibliographic Details
Main Authors: Najeebullah Shah, Jiaqi Li, Fanhong Li, Wenchang Chen, Haoxiang Gao, Sijie Chen, Kui Hua, Xuegong Zhang
Format: Article
Language:English
Published: Elsevier 2020-08-01
Series:Patterns
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S266638992030091X