Concepedia

Deep Learning Diagnostics

Deep Learning Diagnostics is a diagnostic framework within clinical artificial intelligence that employs deep neural networks to automatically identify sepsis from complex, high-dimensional biomedical data by learning hierarchical representations and context-specific patterns distinct from traditional rule-based or shallow machine learning approaches.

1.7K

Publications

102.5K

Citations

9.3K

Authors

2.7K

Institutions

Publications per year

2017–2026

1.6K

Parents

Publications

1.7K

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.6K citations

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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.3K citations · Full text

, , +17

A deep learning algorithm using CT images to screen for Corona virus disease (COVID-19)

Shuai Wang, Bo-Kyeong Kang, Jinlu Ma et al. · European Radiology · 2021 · 1.1K citations · Full text

, , +17

A deep learning algorithm using CT images to screen for Corona Virus Disease (COVID-19)

Shuai Wang, Bo-Kyeong Kang, Jinlu Ma et al. · medRxiv · 2020 · 1K citations · Full text

, , +17

COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images

Ezz El‐Din Hemdan, Marwa A. Shouman, Mohamed Esmail Karar · arXiv (Cornell University) · 2020 · 973 citations · Full text

, , +17

1–5 of 1.7K

Authors

9.3K

  1. YZ
    Yudong Zhang

    University of Leicester, United Kingdom

    16 publications · 1K citations

    15

    h-index

  2. SW
    Shuihua Wang‎

    University of Leicester, United Kingdom

    9 publications · 526 citations

    9

    h-index

  3. SG
    Sheifali Gupta

    Chitkara University, India

    7 publications · 290 citations

    7

    h-index

  4. MK
    Mohammad Khishe

    Imam Khomeini Marine Science University

    7 publications · 532 citations

    7

    h-index

  5. SC
    Suresh Chandra Satapathy

    KIIT University, India

    7 publications · 242 citations

    7

    h-index

1–5 of 9.3K

Institutions

2.7K

  1. Shanghai Jiao Tong University

    Shanghai, China

    20 h-index

    108 publications

    4.9K citations

  2. Sun Yat-sen University

    Guangzhou, China

    19 h-index

    135 publications

    19.9K citations

  3. Capital Medical University

    Beijing, China

    19 h-index

    63 publications

    4.7K citations

  4. Central South University

    Changsha, China

    19 h-index

    94 publications

    6.6K citations

  5. King Abdulaziz University

    Jeddah, Saudi Arabia

    19 h-index

    45 publications

    2.5K citations

  6. Sichuan University

    Chengdu, China

    18 h-index

    49 publications

    5K citations

  7. University of Leicester

    Leicester, United Kingdom

    18 h-index

    37 publications

    2K citations

  8. Wuhan University

    Wuhan, China

    17 h-index

    56 publications

    5.6K citations

1–8 of 2.7K

Venues

  1. IEEE Access

    66 publications · 4.9K citations

    38

    h-index

  2. Scientific Reports

    53 publications · 2.9K citations

    34

    h-index

  3. Sensors

    34 publications · 1.8K citations

    27

    h-index

  4. Diagnostics

    40 publications · 1.6K citations

    24

    h-index

  5. IEEE Journal of Biomedical and Health Informatics

    23 publications · 1.1K citations

    21

    h-index

1–5