Concepedia

Artificial Intelligence-based Screening

Artificial Intelligence-Based Screening is a computational methodology that employs machine learning and pattern recognition algorithms to analyze biomedical data for the early identification of malignant abnormalities, distinguishing itself from conventional screening techniques through automated, data-driven prediction models that improve accuracy, scalability, and speed in detecting cancer at preclinical stages.

616

Publications

41.7K

Citations

4.4K

Authors

1.7K

Institutions

Publications per year

2017–2026

547

Parents

Publications

616

International evaluation of an AI system for breast cancer screening

Scott Mayer McKinney, Marcin Sieniek, Varun Godbole et al. · Nature · 2020 · 3.1K citations · Full text

, , +16

Can AI Help in Screening Viral and COVID-19 Pneumonia?

Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar et al. · IEEE Access · 2020 · 1.9K citations · Full text

, , +17

Real-time automatic detection system increases colonoscopic polyp and adenoma detection rates: a prospective randomised controlled study

Pu Wang, Tyler M. Berzin, Jeremy R. Glissen Brown et al. · Gut · 2019 · 820 citations · Full text

, , +17

Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy

Gregor Urban, Priyam Tripathi, Talal Alkayali et al. · Gastroenterology · 2018 · 732 citations · Full text

, , +17

Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence

Huiying Liang, Brian Tsui, Hao Ni et al. · Nature Medicine · 2019 · 711 citations

, , +16

1–5 of 616

Authors

4.4K

  1. KL
    Kristina Lång

    Skåne University Hospital, Sweden

    10 publications · 1.9K citations

    10

    h-index

  2. CI
    Christoph I. Lee

    University of Washington, United States

    10 publications · 542 citations

    10

    h-index

  3. AR
    Alejandro Rodríguez‐Ruiz

    Radboud University Nijmegen, Netherlands

    10 publications · 2.2K citations

    10

    h-index

  4. SH
    Solveig Hofvind

    Cancer Registry of Norway, Norway

    9 publications · 1K citations

    9

    h-index

  5. AR
    Alessandro Repici

    Humanitas University, Italy

    8 publications · 669 citations

    8

    h-index

1–5 of 4.4K

Institutions

1.7K

  1. Harvard University

    Cambridge, United States

    16 h-index

    58 publications

    6K citations

  2. Sun Yat-sen University

    Guangzhou, China

    13 h-index

    77 publications

    11K citations

  3. University of Washington

    Seattle, United States

    12 h-index

    17 publications

    849 citations

  4. Yonsei University

    Seoul, South Korea

    11 h-index

    30 publications

    2.7K citations

  5. Karolinska Institutet

    Stockholm, Sweden

    10 h-index

    35 publications

    4.3K citations

  6. Istituti di Ricovero e Cura a Carattere Scientifico

    Rome, Italy

    10 h-index

    27 publications

    2.6K citations

  7. Mayo Clinic in Arizona

    Scottsdale, United States

    10 h-index

    58 publications

    4.9K citations

  8. Humanitas University

    Rozzano, Italy

    10 h-index

    23 publications

    2K citations

1–8 of 1.7K

Venues

  1. Radiology

    15 publications · 1.7K citations

    15

    h-index

  2. Scientific Reports

    13 publications · 788 citations

    13

    h-index

  3. European Radiology

    12 publications · 797 citations

    12

    h-index

  4. IEEE Access

    9 publications · 2.4K citations

    9

    h-index

  5. Frontiers in Oncology

    8 publications · 190 citations

    8

    h-index

1–5