Editorial: Leveraging machine learning for omics-driven biomarker discovery

被引：1
|
作者：
Li, Sheng [1 ]
Hsu, Charles [2 ]
Zhao, Tianyi [3 ]
He, Liangcan [3 ]
机构：
[1] Wuhan Univ, Zhongnan Hosp, Wuhan, Peoples R China
[2] Qatar Univ, Coll Med, Dept Populat Med, Doha, Qatar
[3] Harbin Inst Technol, Harbin, Peoples R China
来源：
FRONTIERS IN MOLECULAR BIOSCIENCES | 2023年 / 9卷
关键词：
biomarker; machine learning; cancer; omics data analysis; computational resource;
D O I：
10.3389/fmolb.2022.1119644
中图分类号：
Q5 [生物化学]; Q7 [分子生物学];
学科分类号：
071010 ; 081704 ;
摘要：
引用
收藏
页数：3
相关论文
共 50 条
  • [31] A machine learning approach to leveraging electronic health records for enhanced omics analysis
    Mataraso, Samson J.
    Espinosa, Camilo A.
    Seong, David
    Reincke, S. Momsen
    Berson, Eloise
    Reiss, Jonathan D.
    Kim, Yeasul
    Ghanem, Marc
    Shu, Chi-Hung
    James, Tomin
    Tan, Yuqi
    Shome, Sayane
    Stelzer, Ina A.
    Feyaerts, Dorien
    Wong, Ronald J.
    Shaw, Gary M.
    Angst, Martin S.
    Gaudilliere, Brice
    Stevenson, David K.
    Aghaeepour, Nima
    NATURE MACHINE INTELLIGENCE, 2025, 7 (02) : 293 - 306
  • [32] Machine Learning for Biomarker Discovery in Cancer Pharmacogenomics Data
    Mer, Arvind Singh
    Smirnov, Petr
    Haibe-Kains, Benjamin
    ACM-BCB'19: PROCEEDINGS OF THE 10TH ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY AND HEALTH INFORMATICS, 2019, : 557 - 557
  • [33] Omics-Driven Strategies for Developing Saline-Smart Lentils: A Comprehensive Review
    Ali, Fawad
    Zhao, Yiren
    Ali, Arif
    Waseem, Muhammad
    Arif, Mian A. R.
    Shah, Obaid Ullah
    Liao, Li
    Wang, Zhiyong
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (21)
  • [34] Omics-Driven Biomarkers of Psoriasis: Recent Insights, Current Challenges, and Future Prospects
    Aydin, Busra
    Arga, Kazim Yalcin
    Karadag, Ayse Serap
    CLINICAL COSMETIC AND INVESTIGATIONAL DERMATOLOGY, 2020, 13 : 611 - 625
  • [35] Informing immunotherapy with multi-omics driven machine learning
    Yawei Li
    Xin Wu
    Deyu Fang
    Yuan Luo
    npj Digital Medicine, 7
  • [36] Informing immunotherapy with multi-omics driven machine learning
    Li, Yawei
    Wu, Xin
    Fang, Deyu
    Luo, Yuan
    NPJ DIGITAL MEDICINE, 2024, 7 (01)
  • [37] Detection of endometrial cancer in cervico-vaginal fluid and blood plasma: Leveraging proteomics and machine learning for biomarker discovery
    Njoku, K.
    Pierce, A.
    Chiasserini, D.
    Geary, B.
    Campbell, A.
    Kelsall, J.
    Reed, R.
    Geifman, N.
    Whetton, A.
    Crosbie, E.
    BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2024, 131 : 6 - 6
  • [38] Omics-Driven Systems Interrogation of Metabolic Dysregulation in COVID-19 Pathogenesis
    Song, Jin-Wen
    Lam, Sin Man
    Fan, Xing
    Cao, Wen-Jing
    Wang, Si-Yu
    Tian, He
    Chua, Gek Huey
    Zhang, Chao
    Meng, Fan-Ping
    Xu, Zhe
    Fu, Jun-Liang
    Huang, Lei
    Xia, Peng
    Yang, Tao
    Zhang, Shaohua
    Li, Bowen
    Jiang, Tian-Jun
    Wang, Raoxu
    Wang, Zehua
    Shi, Ming
    Zhan, Ji-Yuan
    Wang, Fu-Sheng
    Shui, Guanghou
    CELL METABOLISM, 2020, 32 (02) : 188 - +
  • [39] A Critical Analysis of the FDA's Omics-Driven Pharmacodynamic Biomarkers to Establish Biosimilarity
    Niazi, Sarfaraz K.
    PHARMACEUTICALS, 2023, 16 (11)
  • [40] 'Nocturomics': transition to omics-driven biomarkers of nocturia, a systematic review and future prospects
    Gong, Susan
    Kheir, George Bou
    Kabarriti, Abdo
    Khosla, Lakshay
    Gong, Fred
    Van Laecke, Erik
    Weiss, Jeffrey
    Everaert, Karel
    Herve, Francois
    BJU INTERNATIONAL, 2023, 131 (06) : 675 - 684
12345