Genome-wide prediction and prioritization of human aging genes by data fusion: a machine learning approach

被引：0
|
作者：
Masoud Arabfard
Mina Ohadi
Vahid Rezaei Tabar
Ahmad Delbari
Kaveh Kavousi
机构：
[1] Kish International Campus University of Tehran,Department of Bioinformatics
[2] University of Tehran,Laboratory of Complex Biological Systems and Bioinformatics (CBB), Department of Bioinformatics, Institute of Biochemistry and Biophysics (IBB)
[3] University of Social Welfare and Rehabilitation Sciences,Iranian Research Center on Aging
[4] Allameh Tabataba’i University,Department of Statistics, Faculty of Mathematical Sciences and Computer
来源：
BMC Genomics | / 20卷
关键词：
Genome-wide; Prioritization; Human aging genes; Positive unlabeled learning; Machine learning;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] A genome-wide approach to identifying novel-imprinted genes
    Katherine S. Pollard
    David Serre
    Xu Wang
    Heng Tao
    Elin Grundberg
    Thomas J. Hudson
    Andrew G. Clark
    Kelly Frazer
    Human Genetics, 2008, 122 : 625 - 634
  • [42] Machine learning on genome-wide association study identifies key genes regulating blood pressure loci
    Nicholls, Hannah
    Ng, Fu
    Watson, David
    Jacobsen, Julius
    Cacheiro, Pilar
    Damien, Smedley
    Warren, Helen
    Munroe, Patricia
    Caulfield, Mark
    Cabrera, Claudia
    Barnes, Michael
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2023, 31 : 290 - 290
  • [43] Genome-Wide Analysis of MDR and XDR Tuberculosis from Belarus: Machine-Learning Approach
    Sergeev, Roman Sergeevich
    Kavaliou, Ivan S.
    Sataneuski, Uladzislau V.
    Gabrielian, Andrei
    Rosenthal, Alex
    Tartakovsky, Michael
    Tuzikov, Alexander V.
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2019, 16 (04) : 1398 - 1408
  • [44] Evolution-based screening enables genome-wide prioritization and discovery of DNA repair genes
    Brunette, Gregory J.
    Jamalruddin, Mohd A.
    Baldock, Robert A.
    Clark, Nathan L.
    Bernstein, Kara A.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (39) : 19593 - 19599
  • [45] Genome-wide detection of hybrid genes with multiple components in human
    Tzeng Y.-H.
    Wang S.-S.
    BMC Research Notes, 2 (1)
  • [46] Phenotype prediction based on genome-wide DNA methylation data
    Wilhelm, Thomas
    BMC BIOINFORMATICS, 2014, 15
  • [47] Commonality of functional annotation: a method for prioritization of candidate genes from genome-wide linkage studies
    Shriner, Daniel
    Baye, Tesfaye M.
    Padilla, Miguel A.
    Zhang, Shiju
    Vaughan, Laura K.
    Loraine, Ann E.
    NUCLEIC ACIDS RESEARCH, 2008, 36 (04)
  • [48] Prioritization for conservation of Iranian native cattle breeds based on genome-wide SNP data
    Karimi, Karim
    Koshkoiyeh, Ali Esmailizadeh
    Fozi, Masood Asadi
    Porto-Neto, Laercio R.
    Gondro, Cedric
    CONSERVATION GENETICS, 2016, 17 (01) : 77 - 89
  • [49] Phenotype prediction based on genome-wide DNA methylation data
    Thomas Wilhelm
    BMC Bioinformatics, 15
  • [50] Identification of a novel gene signature for the prediction of recurrence in HCC patients by machine learning of genome-wide databases
    Jie Shen
    Liang Qi
    Zhengyun Zou
    Juan Du
    Weiwei Kong
    Lianjun Zhao
    Jia Wei
    Ling Lin
    Min Ren
    Baorui Liu
    Scientific Reports, 10
12345