Concepedia

Deep Learning Annotation Models

Deep Learning Annotation Models is a computational annotation framework that leverages deep neural architectures to automatically infer and assign functional labels to biological sequences by learning hierarchical feature representations from large-scale genomic data.

207

Publications

15.3K

Citations

1.2K

Authors

497

Institutions

Publications per year

2017–2026

193

Parents

Publications

207

Basset: learning the regulatory code of the accessible genome with deep convolutional neural networks

David R. Kelley, Jasper Snoek, John L. Rinn · Genome Research · 2016 · 1.2K citations · Full text

, , +14

KonIQ-10k: An Ecologically Valid Database for Deep Learning of Blind Image Quality Assessment

IEEE Transactions on Image Processing · 2020 · 641 citations · Full text

, , +14

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

Shadi Albarqouni, Christoph Baur, Felix Achilles et al. · IEEE Transactions on Medical Imaging · 2016 · 625 citations

, , +14

DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning

Ke Yan, Xiaosong Wang, Le Lü et al. · Journal of Medical Imaging · 2018 · 565 citations · Full text

, , +17

KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment

SZTAKI Publication Repository (Hungarian Academy of Sciences) · 2020 · 526 citations

, , +14

1–5 of 207

Authors

1.2K

  1. SF
    Sanja Fidler

    University of Toronto, Canada

    4 publications · 768 citations

    4

    h-index

  2. AK
    Amlan Kar

    Indian Institute of Science Bangalore, India

    4 publications · 768 citations

    4

    h-index

  3. KY
    Ke Yan

    National Institutes of Health Clinical Center, United States

    4 publications · 757 citations

    4

    h-index

  4. HL
    Huan Ling

    University of Toronto, Canada

    4 publications · 768 citations

    4

    h-index

  5. RM
    Ronald M. Summers

    National Institutes of Health Clinical Center, United States

    3 publications · 672 citations

    3

    h-index

1–5 of 1.2K

Institutions

497

  1. Stanford University

    Stanford, United States

    9 h-index

    30 publications

    1.9K citations

  2. Harvard University

    Cambridge, United States

    7 h-index

    28 publications

    6.2K citations

  3. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    6 h-index

    16 publications

    2.2K citations

  4. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    14 publications

    655 citations

  5. Massachusetts General Hospital

    Boston, United States

    4 h-index

    25 publications

    3.6K citations

  6. Tsinghua University

    Beijing, China

    4 h-index

    17 publications

    689 citations

  7. Washington University in St. Louis

    St Louis, United States

    4 h-index

    11 publications

    1K citations

  8. Technical University of Munich

    Munich, Germany

    4 h-index

    13 publications

    4K citations

1–8 of 497

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 358 citations

    12

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 7 publications · 253 citations

    7

    h-index

  3. Scientific Reports

    7 publications · 205 citations

    7

    h-index

  4. Bioinformatics

    7 publications · 873 citations

    7

    h-index

  5. Nature Communications

    6 publications · 540 citations

    6

    h-index

1–5