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
基金
中国国家自然科学基金; 上海市自然科学基金;
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
[21]   Editorial: Recent advances in big data, machine, and deep learning for precision agriculture [J].
Wozniak, Marcin ;
Ijaz, Muhammad Fazal .
FRONTIERS IN PLANT SCIENCE, 2024, 15
[22]   Guest Editorial Advanced Machine Learning Algorithms for Biomedical Data and Imaging [J].
Tanveer, M. ;
Lin, Chin-Teng ;
Kumar Singh, Amit .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 26 (10) :4809-4813
[23]   Advanced Receiver Operating Characteristic Curve Analysis to Identify Outliers in Binary Machine Learning Classifications for Precision Medicine [J].
Namdar, Khashayar ;
Khalvati, Farzad .
2024 IEEE EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS, BHI, 2024,
[24]   Integration strategies of multi-omics data for machine learning analysis [J].
Picard M. ;
Scott-Boyer M.-P. ;
Bodein A. ;
Périn O. ;
Droit A. .
Computational and Structural Biotechnology Journal, 2021, 19 :3735-3746
[25]   Integration strategies of multi-omics data for machine learning analysis [J].
Picard, Milan ;
Scott-Boyer, Marie -Pier ;
Bodein, Antoine ;
Perin, Olivier ;
Droit, Arnaud .
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 19 :3735-3746
[26]   Machine learning in precision medicine to preserve privacy via encryption [J].
Briguglio, William ;
Moghaddam, Parisa ;
Yousef, Waleed A. ;
Traore, Issa ;
Mamun, Mohammad .
PATTERN RECOGNITION LETTERS, 2021, 151 :148-154
[27]   Machine Learning Methods in Precision Medicine Targeting Epigenetic Diseases [J].
Fan, Shijie ;
Chen, Yu ;
Luo, Cheng ;
Meng, Fanwang .
CURRENT PHARMACEUTICAL DESIGN, 2018, 24 (34) :3998-4006
[28]   Application of machine learning methods in clinical trials for precision medicine [J].
Wang, Yizhuo ;
Carter, Bing Z. ;
Li, Ziyi ;
Huang, Xuelin .
JAMIA OPEN, 2022, 5 (01)
[29]   Identification of the expressome by machine learning on omics data [J].
Sartor, Ryan C. ;
Noshay, Jaclyn ;
Springer, Nathan M. ;
Briggs, Steven P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (36) :18119-18125
[30]   Revolutionizing Healthcare: Synergistic Integration of Genomics, Clinical Decision Support Systems, and Advanced Machine Learning for Precision Medicine [J].
Das, Samarendra ;
Roy, Ranjali ;
Sarkar, Anusreya ;
Bose, Rajesh ;
Sarkar, Indranil ;
Roy, Sandip .
2025 AI-DRIVEN SMART HEALTHCARE FOR SOCIETY 5.0, 2025, :176-181