DeepCorr: a novel error correction method for 3GS long reads based on deep learning

被引：0
|
作者：
Wang, Rongshu [1 ]
Chen, Jianhua [1 ]
机构：
[1] Department of Electronic Engineering, Information School, Yunnan University, Yunnan, Kunming, China
来源：
PeerJ Computer Science | 2024年 / 10卷
关键词：
D O I：
10.7717/PEERJ-CS.2160
中图分类号：
学科分类号：
摘要：
38
引用
收藏
相关论文
共 50 条
  • [1] DeepCorr: a novel error correction method for 3GS long reads based on deep learning
    Wang, Rongshu
    Chen, Jianhua
    PEERJ COMPUTER SCIENCE, 2024, 10
  • [2] HECIL: A Hybrid Error Correction Algorithm for Long Reads with Iterative Learning
    Choudhury, Olivia
    Chakrabarty, Ankush
    Emrich, Scott J.
    SCIENTIFIC REPORTS, 2018, 8
  • [3] HECIL: A Hybrid Error Correction Algorithm for Long Reads with Iterative Learning
    Olivia Choudhury
    Ankush Chakrabarty
    Scott J. Emrich
    Scientific Reports, 8
  • [4] Research on Error Correction Method of Tibetan Text Based on Deep Learning
    Cairang, Huaguo
    Jia, Secha
    Jia, Cairang
    SECOND IYSF ACADEMIC SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND COMPUTER ENGINEERING, 2021, 12079
  • [5] Hercules: a profile HMM-based hybrid error correction algorithm for long reads
    Firtina, Can
    Bar-Joseph, Ziv
    Alkan, Can
    Cicek, A. Ercument
    NUCLEIC ACIDS RESEARCH, 2018, 46 (21) : e125
  • [6] A Deep-Learning-Based Error-Correction Method for Atmospheric Motion Vectors
    Cao, Hang
    Leng, Hongze
    Zhao, Jun
    Zhao, Yanlai
    Zhao, Chengwu
    Li, Baoxu
    REMOTE SENSING, 2024, 16 (09)
  • [7] An Error Correction Method of Nanopore Sequencing Data Using Deep Learning
    Wang, Luotong
    Qu, Li
    Yang, Longshu
    Wang, Yiying
    Zhu, Huaiqiu
    2020 13TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2020), 2020, : 23 - 28
  • [8] Performance difference of graph-based and alignment-based hybrid error correction methods for error-prone long reads
    Wang, Anqi
    Au, Kin Fai
    GENOME BIOLOGY, 2020, 21 (01)
  • [9] Performance difference of graph-based and alignment-based hybrid error correction methods for error-prone long reads
    Anqi Wang
    Kin Fai Au
    Genome Biology, 21
  • [10] A Comparison of Error Correction Models for Student's Error Codes Based on Deep Learning
    Tao Lin
    Jian Wang
    Qifan Jian
    Zhiming Wu
    Zhenbo Zhang
    计算机教育, 2022, (12) : 137 - 142
12345