Concepedia

Computational Tissue Classification

Computational Tissue Classification is a computational method that distinguishes tissue types by analyzing optical biopsy data through algorithmic models trained to identify morphological and molecular features indicative of pathological states.

274

Publications

16.8K

Citations

1.4K

Authors

594

Institutions

Publications per year

2017–2026

117

Parents

Publications

274

Support vector machine classification and validation of cancer tissue samples using microarray expression data

Terrence S. Furey, Nello Cristianini, Nigel Duffy et al. · Bioinformatics · 2000 · 2.5K citations · Full text

, , +17

Automated model-based tissue classification of MR images of the brain

Koen Van Leemput, Frederik Maes, Dirk Vandermeulen et al. · IEEE Transactions on Medical Imaging · 1999 · 1K citations

, , +17

Tissue Classification with Gene Expression Profiles

Amir Ben‐Dor, Laurakay Bruhn, Nir Friedman et al. · Journal of Computational Biology · 2000 · 743 citations

, , +15

Tissue classification based on 3D local intensity structures for volume rendering

Yoshinobu Sato, C.-F. Westin, Abhir Bhalerao et al. · IEEE Transactions on Visualization and Computer Graphics · 2000 · 340 citations

, , +17

Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes

James A. Diao, Jason K. Wang, Wan Fung Chui et al. · Nature Communications · 2021 · 283 citations · Full text

, , +17

1–5 of 274

Authors

1.4K

  1. DL
    Dzung L. Pham

    Johns Hopkins University, United States

    5 publications · 199 citations

    5

    h-index

  2. RB
    Rohit Bhargava

    University of Illinois Urbana-Champaign, United States

    5 publications · 128 citations

    5

    h-index

  3. HW
    Hazem Wannous

    Université de Lille, France

    4 publications · 241 citations

    4

    h-index

  4. LM
    Lena Maier‐Hein

    German Cancer Research Center, Germany

    4 publications · 99 citations

    4

    h-index

  5. HK
    Hannes Kenngott

    Heidelberg University, Germany

    3 publications · 49 citations

    3

    h-index

1–5 of 1.4K

Institutions

594

  1. Harvard University

    Cambridge, United States

    11 h-index

    34 publications

    3.4K citations

  2. Brigham and Women's Hospital

    Boston, United States

    9 h-index

    24 publications

    2K citations

  3. Heidelberg University

    Heidelberg, Germany

    8 h-index

    64 publications

    2.1K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    17 publications

    631 citations

  5. German Cancer Research Center

    Heidelberg, Germany

    7 h-index

    32 publications

    1.1K citations

  6. Johns Hopkins University

    Baltimore, United States

    6 h-index

    14 publications

    464 citations

  7. Imperial College London

    London, United Kingdom

    6 h-index

    16 publications

    438 citations

  8. University Hospital Heidelberg

    Heidelberg, Germany

    6 h-index

    35 publications

    895 citations

1–8 of 594

Venues

  1. 10

    h-index

  2. Scientific Reports

    10 publications · 498 citations

    10

    h-index

  3. IEEE Transactions on Medical Imaging

    9 publications · 2K citations

    9

    h-index

  4. Journal of Biomedical Optics

    7 publications · 424 citations

    7

    h-index

  5. Biomedical Optics Express

    BOE · 7 publications · 359 citations

    7

    h-index

1–5