Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine

• Kolejni autorzy: Zeng, Tao (Redaktor), Huang, Tao (Redaktor), Lu, Chuan (Redaktor)
• Format: Elektroniczne Rozdział
• Język: angielski
• Wydane: Frontiers Media SA 2020
• Hasła przedmiotowe: Science: general issues; Medical genetics; machine learning; dynamic; OMICS data; precision medicine; integration
• Dostęp online: DOAB: download the publication; DOAB: description of the publication

Precision medicine is being developed as a preventative, diagnostic and treatment tool to combat complex human diseases in a personalized manner. By utilizing high-throughput technologies, dynamic 'omics data including genetics, epi-genetics and even meta-genomics has produced temporal-spatial...