Editorial: Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine

被引：4
|
作者：
Zeng, Tao [1 ,2 ]
Huang, Tao [3 ]
Lu, Chuan [4 ]
机构：
[1] Chinese Acad Sci, Inst Biochem & Cell Biol, Key Lab Syst Biol, Shanghai, Peoples R China
[2] Shanghai Res Ctr Brain Sci & Brain Inspired Intel, Shanghai, Peoples R China
[3] Shanghai Inst Biol Sci CAS, Shanghai Inst Nutr & Hlth, Shanghai, Peoples R China
[4] Aberystwyth Univ, Dept Comp Sci, Aberystwyth, Dyfed, Wales
来源：
FRONTIERS IN GENETICS | 2020年 / 10卷
基金：
上海市自然科学基金; 中国国家自然科学基金;
关键词：
machine learning; dynamic; OMICS data; precision medicine; integration;
D O I：
10.3389/fgene.2019.01343
中图分类号：
Q3 [遗传学];
学科分类号：
071007 ; 090102 ;
摘要：
引用
收藏
页数：3
相关论文
共 50 条
  • [41] Using machine learning approaches for multi-omics data analysis: A review
    Reel, Parminder S.
    Reel, Smarti
    Pearson, Ewan
    Trucco, Emanuele
    Jefferson, Emily
    BIOTECHNOLOGY ADVANCES, 2021, 49
  • [42] Editorial: Discovery of digital biomarkers in the background of big data and advanced machine learning
    Huang, Ming
    Chen, Wenxi
    Nakamura, Toru
    Kimura, Yuichi
    FRONTIERS IN PHYSIOLOGY, 2023, 14
  • [43] Machine Learning: A New Prospect in Multi-Omics Data Analysis of Cancer
    Arjmand, Babak
    Hamidpour, Shayesteh Kokabi
    Tayanloo-Beik, Akram
    Goodarzi, Parisa
    Aghayan, Hamid Reza
    Adibi, Hossein
    Larijani, Bagher
    FRONTIERS IN GENETICS, 2022, 13
  • [44] Editorial Note: Machine Learning for Visual Analysis of Multimedia Data
    Multimedia Tools and Applications, 2020, 79 : 5003 - 5003
  • [45] Editorial Note: Machine Learning for Visual Analysis of Multimedia Data
    Manogaran, Gunasekaran
    Chilamkurti, Naveen
    Hsu, Ching-Hsien
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (7-8) : 5003 - 5003
  • [46] A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia
    Lee, Su-In
    Celik, Safiye
    Logsdon, Benjamin A.
    Lundberg, Scott M.
    Martins, Timothy J.
    Oehler, Vivian G.
    Estey, Elihu H.
    Miller, Chris P.
    Chien, Sylvia
    Dai, Jin
    Saxena, Akanksha
    Blau, C. Anthony
    Becker, Pamela S.
    NATURE COMMUNICATIONS, 2018, 9
  • [47] A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia
    Su-In Lee
    Safiye Celik
    Benjamin A. Logsdon
    Scott M. Lundberg
    Timothy J. Martins
    Vivian G. Oehler
    Elihu H. Estey
    Chris P. Miller
    Sylvia Chien
    Jin Dai
    Akanksha Saxena
    C. Anthony Blau
    Pamela S. Becker
    Nature Communications, 9
  • [48] Artificial Intelligence, Big Data and Machine Learning Approaches in Precision Medicine & Drug Discovery
    Nayarisseri, Anuraj
    Khandelwal, Ravina
    Tanwar, Poonam
    Madhavi, Maddala
    Sharma, Diksha
    Thakur, Garima
    Speck-Planche, Alejandro
    Singh, Sanjeev Kumar
    CURRENT DRUG TARGETS, 2021, 22 (06) : 631 - 655
  • [49] Machine Learning and Omics Analysis in Aortic Aneurysm
    Lareyre, Fabien
    Chaudhuri, Arindam
    Nasr, Bahaa
    Raffort, Juliette
    ANGIOLOGY, 2024, 75 (10) : 921 - 927
  • [50] Editorial: Machine vision and machine learning for plant phenotyping and precision agriculture
    Liu, Huajian
    Xu, Zhanyou
    FRONTIERS IN PLANT SCIENCE, 2023, 14
12345