Computer-aided Diagnosis

Computer-Aided Diagnosis is a medical imaging informatics methodology that employs computational algorithms to analyze clinical images and assist radiologists in detecting, characterizing, or classifying pathological conditions by providing objective, data-driven diagnostic support.

18.6K

Publications

1.1M

Citations

71.8K

Authors

10K

Institutions

Publications per year

2017–2026

12.1K

Variants

Cadx

Parents

Imaging Informatics

Children

Computer-aided DetectionComputer-aided Differential DiagnosisComputer-aided Report GenerationComputer-aided TriageExplainable Artificial IntelligenceLesion ClassificationLesion DetectionMultimodal Imaging AnalysisPrognostic PredictionRadiomic Analysis

Publications

18.6K

pROC: an open-source package for R and S+ to analyze and compare ROC curves

Xavier Robin, Natacha Turck, Alexandre Hainard et al. · BMC Bioinformatics · 2011 · 14K citations · Full text

Computing, Bioinformatics, Biostatistics +9

QuPath: Open source software for digital pathology image analysis

Peter Bankhead, Maurice B. Loughrey, José A. Fernández et al. · Scientific Reports · 2017 · 8.7K citations · Full text

Medicine, Cancer Biology, Pathology +17

Radiomics: Images Are More than Pictures, They Are Data

Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak · Radiology · 2015 · 8.3K citations

Medicine, Bioinformatics, Biomedical Informatics +17

A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

J A Hanley, Barbara J. McNeil · Radiology · 1983 · 7.1K citations

Medicine, Biostatistics, Radiology +16

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Hoo-Chang Shin, Holger R. Roth, Mingchen Gao et al. · IEEE Transactions on Medical Imaging · 2016 · 5.8K citations · Full text

Computing, Computer Science, Biomedical Imaging +16

1–5 of 18.6K

Authors

71.8K

ML
Maryellen L. Giger
University of Chicago, United States
99 publications · 8.7K citations
49
h-index
YZ
Yudong Zhang
University of Leicester, United Kingdom
66 publications · 5K citations
43
h-index
DS
Dinggang Shen
University of North Carolina at Chapel Hill, United States
67 publications · 9.8K citations
42
h-index
HC
Heang‐Ping Chan
University of Michigan, United States
61 publications · 5.6K citations
40
h-index
JM
J. M. Górriz
Universidad de Granada, Spain
65 publications · 4.1K citations
40
h-index

1–5 of 71.8K

Institutions

10K

1–8 of 10K

Venues

IEEE Transactions on Medical Imaging
222 publications · 40.7K citations
93
h-index
Scientific Reports
408 publications · 35.4K citations
83
h-index
IEEE Access
356 publications · 25K citations
82
h-index
Radiology
155 publications · 35.5K citations
81
h-index
Medical Physics
274 publications · 20.1K citations
76
h-index

1–5