A deep learning approach to predict inter-omics interactions in multi-layer networks

被引:0
|
作者
Niloofar Borhani
Jafar Ghaisari
Maryam Abedi
Marzieh Kamali
Yousof Gheisari
机构
[1] Isfahan University of Technology,Department of Electrical and Computer Engineering
[2] Isfahan University of Medical Sciences,Regenerative Medicine Research Center
[3] Isfahan University of Medical Sciences,Department of Genetics and Molecular Biology
来源
关键词
Deep learning; Inter-omics interaction prediction; Feature representation; Data Integration;
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
  • [1] A deep learning approach to predict inter-omics interactions in multi-layer networks
    Borhani, Niloofar
    Ghaisari, Jafar
    Abedi, Maryam
    Kamali, Marzieh
    Gheisari, Yousof
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [2] A multi-layer omics approach to cancer
    Denise Waldron
    Nature Reviews Genetics, 2016, 17 : 437 - 437
  • [3] A multi-layer omics approach to cancer
    Waldron, Denise
    NATURE REVIEWS GENETICS, 2016, 17 (08) : 437 - 437
  • [4] A Multi-Layer Classification Approach for Intrusion Detection in IoT Networks Based on Deep Learning
    Qaddoura, Raneem
    Al-Zoubi, Ala' M.
    Faris, Hossam
    Almomani, Iman
    SENSORS, 2021, 21 (09)
  • [5] Inter-layer synchronization in nonidentical multi-layer networks
    Leyva, I.
    Sevilla-Escoboza, R.
    Sendina-Nadal, I.
    Gutierrez, R.
    Buldu, J. M.
    Boccaletti, S.
    SCIENTIFIC REPORTS, 2017, 7
  • [6] Deep learning and multi-omics approach to predict drug responses in cancer
    Conghao Wang
    Xintong Lye
    Rama Kaalia
    Parvin Kumar
    Jagath C. Rajapakse
    BMC Bioinformatics, 22
  • [7] Deep learning and multi-omics approach to predict drug responses in cancer
    Wang, Conghao
    Lye, Xintong
    Kaalia, Rama
    Kumar, Parvin
    Rajapakse, Jagath C.
    BMC BIOINFORMATICS, 2022, 22 (SUPPL 10)
  • [8] Learning deep representation and discriminative features for clustering of multi-layer networks
    Wu, Wenming
    Ma, Xiaoke
    Wang, Quan
    Gong, Maoguo
    Gao, Quanxue
    NEURAL NETWORKS, 2024, 170 : 405 - 416
  • [9] A method of learning for multi-layer networks
    Tang, Z
    Wang, XG
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2002, E85A (02) : 522 - 525
  • [10] Ensemble learning for multi-layer networks
    Barber, D
    Bishop, CM
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 10, 1998, 10 : 395 - 401