Concepedia

Deep Learning For Sequencing

Deep Learning for Sequencing is a computational methodology within the field of de novo peptide sequencing that employs deep neural networks to directly infer amino acid sequences from tandem mass spectrometry data without reliance on reference databases.

107

Publications

9.9K

Citations

524

Authors

238

Institutions

Publications per year

2017–2026

86

Parents

Publications

107

miRDeepFinder: a miRNA analysis tool for deep sequencing of plant small RNAs

Fuliang Xie, Peng Xiao, Dongliang Chen et al. · Plant Molecular Biology · 2012 · 1.6K citations

, , +14

Identifying viruses from metagenomic data using deep learning

Jie Ren, Kai Song, Chao Deng et al. · Quantitative Biology · 2020 · 682 citations · Full text

, , +17

De novo peptide sequencing by deep learning

Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin et al. · Proceedings of the National Academy of Sciences · 2017 · 470 citations · Full text

, , +17

Prognostic value of deep sequencing method for minimal residual disease detection in multiple myeloma

Joaquín Martínez‐López, Juan José Lahuerta, François Pépin et al. · Blood · 2014 · 427 citations · Full text

, , +17

Deep-sequencing approach for minimal residual disease detection in acute lymphoblastic leukemia

Malek Faham, Jianbiao Zheng, Martin Moorhead et al. · Blood · 2012 · 424 citations · Full text

, , +13

1–5 of 107

Authors

524

  1. RL
    Ruibang Luo

    University of Hong Kong, Hong Kong SAR China

    4 publications · 416 citations

    4

    h-index

  2. JM
    Jakub M. Bartoszewicz

    Hasso Plattner Institute, Germany

    4 publications · 162 citations

    4

    h-index

  3. BY
    Bernhard Y. Renard

    Robert Koch Institute, Germany

    4 publications · 162 citations

    4

    h-index

  4. BS
    Baozhen Shan

    University of Waterloo, Canada

    3 publications · 868 citations

    3

    h-index

  5. TL
    Tak‐Wah Lam

    University of Hong Kong, Hong Kong SAR China

    3 publications · 372 citations

    3

    h-index

1–5 of 524

Institutions

238

  1. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    24 publications

    2.1K citations

  2. Universitat Pompeu Fabra

    Barcelona, Spain

    3 h-index

    10 publications

    430 citations

  3. Central South University

    Changsha, China

    3 h-index

    11 publications

    1.2K citations

  4. UNSW Sydney

    Sydney, Australia

    3 h-index

    16 publications

    736 citations

  5. Robert Koch Institute

    Berlin, Germany

    3 h-index

    10 publications

    515 citations

  6. Bioscience (China)

    Tianjin, China

    3 h-index

    6 publications

    1.5K citations

  7. Freie Universität Berlin

    Berlin, Germany

    3 h-index

    6 publications

    298 citations

  8. Cornell University

    Ithaca, United States

    3 h-index

    12 publications

    824 citations

1–8 of 238

Venues

  1. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 9 publications · 248 citations

    9

    h-index

  2. BMC Bioinformatics

    8 publications · 384 citations

    8

    h-index

  3. Bioinformatics

    8 publications · 669 citations

    8

    h-index

  4. Briefings in Bioinformatics

    6 publications · 172 citations

    7

    h-index

  5. Nature Communications

    7 publications · 882 citations

    7

    h-index

1–5