Editorial: Computational methods for multi-omics data analysis in cancer precision medicine

被引:1
|
作者
Piroozkhah, Moein [1 ]
Mazloomnejad, Radman [1 ]
Salehi, Zahra [1 ,2 ]
Nazemalhosseini-Mojarad, Ehsan [3 ]
机构
[1] Shahid Beheshti Univ Med Sci, Res Inst Gastroenterol & Liver Dis, Basic & Mol Epidemiol Gastrointestinal Disorders R, Tehran, Iran
[2] Univ Tehran Med Sci, Sch Med, Dept Immunol, Tehran, Iran
[3] Shahid Beheshti Univ Med Sci, Res Inst Gastroenterol & Liver Dis, Gastroenterol & Liver Dis Res Ctr, Tehran, Iran
关键词
computational methods; multi-omics data analysis; precision medicine; cancer; machine learning;
D O I
10.3389/fgene.2023.1226975
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Machine learning and multi-omics in precision medicine for ME/CFS
    Huang, Katherine
    Lidbury, Brett A.
    Thomas, Natalie
    Gooley, Paul R.
    Armstrong, Christopher W.
    JOURNAL OF TRANSLATIONAL MEDICINE, 2025, 23 (01)
  • [32] Integrative clustering methods for multi-omics data
    Zhang, Xiaoyu
    Zhou, Zhenwei
    Xu, Hanfei
    Liu, Ching-Ti
    WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2022, 14 (03)
  • [33] Opportunities for Computational Techniques for Multi-Omics Integrated Personalized Medicine
    Zhang, Yuan
    Cheng, Yue
    Jia, Kebin
    Zhang, Aidong
    TSINGHUA SCIENCE AND TECHNOLOGY, 2014, 19 (06) : 545 - 558
  • [34] Opportunities for Computational Techniques for Multi-Omics Integrated Personalized Medicine
    Yuan Zhang
    Yue Cheng
    Kebin Jia
    Aidong Zhang
    Tsinghua Science and Technology, 2014, 19 (06) : 545 - 558
  • [35] Evaluation and comparison of multi-omics data integration methods for cancer subtyping
    Duan, Ran
    Gao, Lin
    Gao, Yong
    Hu, Yuxuan
    Xu, Han
    Huang, Mingfeng
    Song, Kuo
    Wang, Hongda
    Dong, Yongqiang
    Jiang, Chaoqun
    Zhang, Chenxing
    Jia, Songwei
    PLOS COMPUTATIONAL BIOLOGY, 2021, 17 (08)
  • [36] A multi-omics data simulator for complex disease studies and its application to evaluate multi-omics data analysis methods for disease classification
    Chung, Ren-Hua
    Kang, Chen-Yu
    GIGASCIENCE, 2019, 8 (05):
  • [37] Visual analysis of multi-omics data
    Swart, Austin
    Caspi, Ron
    Paley, Suzanne
    Karp, Peter D.
    FRONTIERS IN BIOINFORMATICS, 2024, 4
  • [38] Multi-omics analysis: Paving the path toward achieving precision medicine in cancer treatment and immuno-oncology
    Raufaste-Cazavieille, Virgile
    Santiago, Raoul
    Droit, Arnaud
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 9
  • [39] Integrative Sufficient Dimension Reduction Methods for Multi-Omics Data Analysis
    Jain, Yashita
    Ding, Shanshan
    ACM-BCB' 2017: PROCEEDINGS OF THE 8TH ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY,AND HEALTH INFORMATICS, 2017, : 616 - 616
  • [40] Precision medicine in the era of multi-omics: can the data tsunami guide rational treatment decision?
    Aldea, M.
    Friboulet, L.
    Apcher, S.
    Jaulin, F.
    Mosele, F.
    Sourisseau, T.
    Soria, J. -c.
    Nikolaev, S.
    Andre, F.
    ESMO OPEN, 2023, 8 (05)