Concepedia

Image-based Diagnosis

Image-Based Diagnosis is a diagnostic methodology that utilizes visual data as the primary evidence for identifying and characterizing pathological conditions, distinguished by its reliance on imaging modalities to detect morphological or structural abnormalities in biological specimens.

608

Publications

25.3K

Citations

2.8K

Authors

1.1K

Institutions

Publications per year

2017–2026

238

Variants

Imaging-based Diagnosis

Parents

Publications

608

A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images

Qiaoliang Li, Bowei Feng, Linpei Xie et al. · IEEE Transactions on Medical Imaging · 2015 · 582 citations

, , +17

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification

Ashnil Kumar, Jinman Kim, David Lyndon et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 521 citations · Full text

, , +16

New machine learning method for image-based diagnosis of COVID-19

Mohamed Abd Elaziz, Khalid M. Hosny, Ahmad Salah et al. · PLoS ONE · 2020 · 412 citations · Full text

, , +16

Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis

Xi Wang, Hao Chen, Caixia Gan et al. · IEEE Transactions on Cybernetics · 2019 · 407 citations

, , +17

Image Analysis for the Biological Sciences

Eric R. Ziegel, C. A. Glasbey, C. Horgan · Technometrics · 1996 · 316 citations

, , +14

1–5 of 608

Authors

2.8K

  1. MF
    Michael F. Chiang

    Oregon Health & Science University, United States

    6 publications · 407 citations

    6

    h-index

  2. HJ
    Hasnan Jaafar

    Universiti Sains Malaysia, Malaysia

    6 publications · 130 citations

    6

    h-index

  3. ‪Y
    ‪Mohd Yusoff Mashor

    Universiti Malaysia Perlis, Malaysia

    6 publications · 130 citations

    6

    h-index

  4. EJ
    Edward J. Ciaccio

    Columbia University, United States

    5 publications · 161 citations

    5

    h-index

  5. LO
    Lidia Ogiela

    AGH University of Krakow, Poland

    5 publications · 147 citations

    5

    h-index

1–5 of 2.8K

Institutions

1.1K

  1. Harvard University

    Cambridge, United States

    10 h-index

    24 publications

    2K citations

  2. AGH University of Krakow

    Krakow, Poland

    10 h-index

    17 publications

    629 citations

  3. Columbia University

    New York, United States

    10 h-index

    31 publications

    1K citations

  4. Columbia University Irving Medical Center

    New York, United States

    8 h-index

    23 publications

    868 citations

  5. Rutgers, The State University of New Jersey

    New Brunswick, United States

    7 h-index

    17 publications

    641 citations

  6. Massachusetts General Hospital

    Boston, United States

    7 h-index

    11 publications

    692 citations

  7. Oregon Health & Science University

    Portland, United States

    6 h-index

    17 publications

    1.3K citations

  8. University of Vermont

    Burlington, United States

    6 h-index

    6 publications

    305 citations

1–8 of 1.1K

Venues

  1. PubMed

    Repository · 28 publications · 703 citations

    17

    h-index

  2. Gastroenterology

    12 publications · 239 citations

    10

    h-index

  3. Journal of Digital Imaging

    9 publications · 417 citations

    9

    h-index

  4. 8

    h-index

  5. IEEE Transactions on Medical Imaging

    8 publications · 978 citations

    8

    h-index

1–5