Concepedia

Computer-aided Tumor Grading

Computer-Aided Tumor Grading is a computational methodology that integrates image analysis algorithms and machine learning models to assist in the quantitative assessment and classification of tumor malignancy levels from histopathological or radiological data, thereby enhancing the objectivity and reproducibility of tumor grading in clinical decision-making.

351

Publications

17.6K

Citations

2.4K

Authors

920

Institutions

Publications per year

2017–2026

252

Parents

Publications

351

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study

Wouter Bulten, Hans Pinckaers, Hester van Boven et al. · The Lancet Oncology · 2020 · 687 citations · Full text

, , +17

Magnetic resonance imaging-based brain tumor grades classification and grading via convolutional neural networks and genetic algorithms

Amin Kabir Anaraki, Moosa Ayati, Foad Kazemi · Journal of Applied Biomedicine · 2018 · 607 citations

, , +14

Deep learning-based classification of mesothelioma improves prediction of patient outcome

Pierre Courtiol, Charles Maussion, Matahi Moarii et al. · Nature Medicine · 2019 · 552 citations

, , +13

Brain tumor segmentation and grading of lower-grade glioma using deep learning in MRI images

Mohamed A. Naser, M. Jamal Deen · Computers in Biology and Medicine · 2020 · 374 citations

, , +17

Automated Grading of Gliomas using Deep Learning in Digital Pathology Images: A modular approach with ensemble of convolutional neural networks.

M. Günhan Ertosun, Daniel L. Rubin · PubMed · 2015 · 261 citations

, , +17

1–5 of 351

Authors

2.4K

  1. JK
    Jun Kong

    Emory University, United States

    8 publications · 506 citations

    8

    h-index

  2. AM
    Anant Madabhushi

    Case Western Reserve University, United States

    7 publications · 334 citations

    7

    h-index

  3. MN
    Metin N. Gürcan

    The Ohio State University, United States

    7 publications · 485 citations

    7

    h-index

  4. JV
    Jeroen van der Laak

    Radboud University Nijmegen, Netherlands

    6 publications · 882 citations

    6

    h-index

  5. OS
    Olcay Sertel

    The Ohio State University, United States

    6 publications · 452 citations

    6

    h-index

1–5 of 2.4K

Institutions

920

  1. The Ohio State University

    Columbus, United States

    10 h-index

    37 publications

    2.9K citations

  2. Sun Yat-sen University

    Guangzhou, China

    9 h-index

    52 publications

    2.5K citations

  3. Fudan University

    Shanghai, China

    8 h-index

    54 publications

    2.4K citations

  4. Sichuan University

    Chengdu, China

    7 h-index

    46 publications

    1.6K citations

  5. West China Hospital of Sichuan University

    Chengdu, China

    7 h-index

    20 publications

    544 citations

  6. Capital Medical University

    Beijing, China

    7 h-index

    21 publications

    461 citations

  7. University of British Columbia

    Vancouver, Canada

    7 h-index

    30 publications

    2.8K citations

  8. University of Southern California

    Los Angeles, United States

    6 h-index

    6 publications

    463 citations

1–8 of 920

Venues

  1. European Radiology

    15 publications · 668 citations

    13

    h-index

  2. PubMed

    Repository · 13 publications · 645 citations

    12

    h-index

  3. Scientific Reports

    9 publications · 554 citations

    9

    h-index

  4. Computers in Biology and Medicine

    9 publications · 822 citations

    9

    h-index

  5. Computer Methods and Programs in Biomedicine

    8 publications · 445 citations

    8

    h-index

1–5