Concepedia

Machine Learning Diagnostics

Machine Learning Diagnostics is a computational framework within diagnostic science that employs machine learning algorithms to identify, classify, or predict pathological conditions by analyzing complex biological, clinical, or physiological data, distinguishing itself from traditional diagnostic methods through its adaptive, data-driven modeling of diagnostic patterns.

2.1K

Publications

107.7K

Citations

11.5K

Authors

3.5K

Institutions

Publications per year

2017–2026

1.9K

Parents

Publications

2.1K

Accessorize to a Crime

Mahmood Sharif, Sruti Bhagavatula, Lujo Bauer et al. · 2016 · 1.6K citations · Full text

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Software Engineering for Machine Learning: A Case Study

Saleema Amershi, Andrew Begel, Christian Bird et al. · 2019 · 1.1K citations

, , +16

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Michael Roberts, Derek Driggs, Matthew Thorpe et al. · Research Explorer (The University of Manchester) · 2020 · 937 citations · Full text

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Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Nature Machine Intelligence · 2021 · 931 citations · Full text

, , +17

Artificial neural networks in medical diagnosis

Filippo Amato, Alberto Botana López, Eladia María Peña‐Méndez et al. · Journal of Applied Biomedicine · 2013 · 905 citations · Full text

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1–5 of 2.1K

Authors

11.5K

  1. HC
    Huiling Chen

    Wenzhou University, China

    11 publications · 702 citations

    11

    h-index

  2. WP
    Wellington Pinheiro dos Santos

    Universidade Federal de Pernambuco, Brazil

    6 publications · 272 citations

    6

    h-index

  3. MK
    Matjaž Kukar

    University of Ljubljana, Slovenia

    6 publications · 532 citations

    6

    h-index

  4. NS
    Niranjana Sampathila

    Manipal Academy of Higher Education, India

    6 publications · 237 citations

    6

    h-index

  5. KC
    Krishnaraj Chadaga

    Manipal Academy of Higher Education, India

    6 publications · 237 citations

    6

    h-index

1–5 of 11.5K

Institutions

3.5K

  1. Harvard University

    Cambridge, United States

    21 h-index

    66 publications

    3.3K citations

  2. Stanford University

    Stanford, United States

    18 h-index

    96 publications

    5.9K citations

  3. Massachusetts General Hospital

    Boston, United States

    18 h-index

    67 publications

    4.1K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    17 h-index

    134 publications

    7.2K citations

  5. King Abdulaziz University

    Jeddah, Saudi Arabia

    16 h-index

    32 publications

    1.7K citations

  6. Chitkara University

    Chandigarh, India

    16 h-index

    34 publications

    1.7K citations

  7. Chandigarh University

    Mohali, India

    16 h-index

    37 publications

    1.4K citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    15 h-index

    52 publications

    2.7K citations

1–8 of 3.5K

Venues

  1. Scientific Reports

    61 publications · 3K citations

    33

    h-index

  2. IEEE Access

    43 publications · 2.6K citations

    30

    h-index

  3. Sensors

    34 publications · 1.4K citations

    22

    h-index

  4. PLoS ONE

    26 publications · 1.6K citations

    20

    h-index

  5. Diagnostics

    24 publications · 946 citations

    19

    h-index

1–5