Prediction of plant-derived xenomiRs from plant miRNA sequences using random forest and one-dimensional convolutional neural network models

被引:0
|
作者
Qi Zhao
Qian Mao
Zheng Zhao
Tongyi Dou
Zhiguo Wang
Xiaoyu Cui
Yuanning Liu
Xiaoya Fan
机构
[1] Northeastern University,Sino
[2] Liaoning University,Dutch Biomedical and Information Engineering School
[3] Zhengzhou Science and Technology Institute,Light Industry College
[4] Dalian University of Technology,Department of Network Engineering
[5] The General Hospital of Shenyang Military Area Command,School of Life Science and Medicine
[6] Jilin University,Department of Nuclear Medicine
[7] Université Libre de Bruxelles,Computer Science and Technology College
来源
BMC Genomics | / 19卷
关键词
miRNA; Plant-derived xenomiR; Cross-kingdom regulation; Selective absorption; Statistics analysis; 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] Binary and Multiclass Classification of Dysphonia Using Whisper Encoder and One-Dimensional Convolutional Neural Network
    Aziz, Dosti
    Sztaho, David
    SPEECH AND COMPUTER, SPECOM 2024, PT I, 2025, 15299 : 352 - 366
  • [42] Point Cloud Quality Assessment Using a One-Dimensional Model Based on the Convolutional Neural Network
    Laazoufi, Abdelouahed
    El Hassouni, Mohammed
    Cherifi, Hocine
    JOURNAL OF IMAGING, 2024, 10 (06)
  • [43] Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network
    Armin Shoughi
    Mohammad Bagher Dowlatshahi
    Arefeh Amiri
    Marjan Kuchaki Rafsanjani
    Ranbir Singh Batth
    Computing, 2024, 106 : 1227 - 1248
  • [44] One-dimensional convolutional neural network for damage detection of structures using time series data
    Tran V.-L.
    Vo T.-C.
    Nguyen T.-Q.
    Asian Journal of Civil Engineering, 2024, 25 (1) : 827 - 860
  • [45] One-dimensional deep learning inversion of electromagnetic induction data using convolutional neural network
    Moghadas, Davood
    GEOPHYSICAL JOURNAL INTERNATIONAL, 2020, 222 (01) : 247 - 259
  • [46] Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network
    Shoughi, Armin
    Dowlatshahi, Mohammad Bagher
    Amiri, Arefeh
    Rafsanjani, Marjan Kuchaki
    Batth, Ranbir Singh
    COMPUTING, 2024, 106 (04) : 1227 - 1248
  • [47] A Hour-Ahead Wind Speed Forecasting Using One-Dimensional Convolutional Neural Network
    Nazemi, Mohammadhossein
    Chowdhury, Shaikat
    Khan, Alimul Haque
    Liang, Xiaodong
    2023 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CCECE, 2023,
  • [48] Using a One-Dimensional Convolutional Neural Network on Visible and Near-Infrared Spectroscopy to Improve Soil Phosphorus Prediction in Madagascar
    Kawamura, Kensuke
    Nishigaki, Tomohiro
    Andriamananjara, Andry
    Rakotonindrina, Hobimiarantsoa
    Tsujimoto, Yasuhiro
    Moritsuka, Naoki
    Rabenarivo, Michel
    Razafimbelo, Tantely
    REMOTE SENSING, 2021, 13 (08)
  • [49] Early-Stage Plant Disease Prediction Using Multilayer Convolutional Neural Network Framework
    Kumar, Vimal M. N.
    Nageswari, Shobana C.
    Kumar, Saran E.
    Sadhiya, S.
    Thiyagarajan, J.
    JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (03) : 233 - 240
  • [50] Component Prediction of Antai Pills Based on One-Dimensional Convolutional Neural Network and Near-Infrared Spectroscopy
    Guo, Tuo
    Xu, Fengjie
    Ma, Jinfang
    Ge, Fahuan
    JOURNAL OF SPECTROSCOPY, 2022, 2022