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Albert Święcicki
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Deep learning-based algorithm for assessment of knee osteoarthritis severity in radiographs matches performance of radiologists
A Swiecicki, N Li, J O'Donnell, N Said, J Yang, RC Mather, WA Jiranek, ...
Computers in biology and medicine 133, 104334, 2021
752021
A data set and deep learning algorithm for the detection of masses and architectural distortions in digital breast tomosynthesis images
M Buda, A Saha, R Walsh, S Ghate, N Li, A Święcicki, JY Lo, ...
JAMA network open 4 (8), e2119100-e2119100, 2021
692021
Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5,060 patients and a deep learning model
M Buda, A Saha, R Walsh, S Ghate, N Li, A Święcicki, JY Lo, ...
arXiv preprint arXiv:2011.07995, 2020
352020
A generative adversarial network-based abnormality detection using only normal images for model training with application to digital breast tomosynthesis
A Swiecicki, N Konz, M Buda, MA Mazurowski
Scientific reports 11 (1), 10276, 2021
182021
Data from the breast cancer screening–digital breast tomosynthesis (bcs-dbt)
M Buda, A Saha, R Walsh, S Ghate, N Li, A Święcicki, JY Lo, J Yang, ...
Data from The Cancer Imaging Archive, 2020
102020
Generative adversarial network-based image completion to identify abnormal locations in digital breast tomosynthesis images
A Swiecicki, M Buda, A Saha, N Li, SV Ghate, R Walsh, MA Mazurowski
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 514-519, 2020
52020
Breast Cancer Screening–Digital Breast Tomosynthesis (BCS-DBT)
M Buda, A Saha, R Walsh, S Ghate, N Li, A Swiecicki, JY Lo, J Yang, ...
Type: dataset. Google Scholar Google Scholar Cross Ref Cross Ref, 2020
52020
Breast Cancer Screening–Digital Breast Tomosynthesis (BCS-DBT)[Data set]
M Buda, A Saha, R Walsh, S Ghate, N Li, A Swiecicki, JY Lo, J Yang, ...
Cancer Imaging Arch, 2020
52020
Automatic estimation of knee joint space narrowing by deep learning segmentation algorithms
A Swiecicki, N Said, J O'Donnell, M Buda, N Li, WA Jiranek, ...
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 863-868, 2020
32020
Automatic Kellgren-Lawrence grade estimation driven deep learning algorithms
N Li, A Swiecicki, N Said, J O'Donnell, WA Jiranek, MA Mazurowski
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 168-173, 2020
2020
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