| 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 | 49 | 2021 |
| 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 | 48 | 2021 |
| 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 | 32 | 2020 |
| 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 | 16 | 2021 |
| 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 | 8 | 2020 |
| 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 | 5 | 2020 |
| 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 | 5 | 2020 |
| 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 | 3 | 2020 |
| 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 |
Nianyi LiAssistant Professor, Clemson UniversityVerified email at clemson.edu
