| Segment anything model for medical image analysis: an experimental study MA Mazurowski, H Dong, H Gu, J Yang, N Konz, Y Zhang Medical Image Analysis 89, 102918, 2023 | 845 | 2023 |
| How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with segment anything model H Gu, H Dong, J Yang, MA Mazurowski Journal of Machine Learning for Biomedical Imaging (MELBA):2025:006 3 (May …, 2025 | 49 | 2025 |
| Touchstone benchmark: Are we on the right way for evaluating ai algorithms for medical segmentation? PRAS Bassi, W Li, Y Tang, F Isensee, Z Wang, J Chen, YC Chou, ... Advances in Neural Information Processing Systems 37, 15184-15201, 2024 | 45 | 2024 |
| SegmentAnyBone: A universal model that segments any bone at any location on MRI H Gu, R Colglazier, H Dong, J Zhang, Y Chen, Z Yildiz, Y Chen, L Li, ... Medical Image Analysis 101, 103469, 2025 | 33 | 2025 |
| Segment anything model 2: an application to 2d and 3d medical images H Dong, H Gu, Y Chen, J Yang, Y Chen, MA Mazurowski arXiv preprint arXiv:2408.00756, 2024 | 33 | 2024 |
| A publicly available deep learning model and dataset for segmentation of breast, fibroglandular tissue, and vessels in breast mri CO Lew, M Harouni, ER Kirksey, EJ Kang, H Dong, H Gu, LJ Grimm, ... Scientific reports 14 (1), 5383, 2024 | 31 | 2024 |
| FDU-net: deep learning-based three-dimensional diffuse optical image reconstruction B Deng, H Gu, H Zhu, K Chang, KV Hoebel, JB Patel, J Kalpathy-Cramer, ... IEEE transactions on medical imaging 42 (8), 2439-2450, 2023 | 27 | 2023 |
| A competition, benchmark, code, and data for using artificial intelligence to detect lesions in digital breast tomosynthesis N Konz, M Buda, H Gu, A Saha, J Yang, J Chłędowski, J Park, J Witowski, ... JAMA network open 6 (2), e230524-e230524, 2023 | 24 | 2023 |
| The intrinsic manifolds of radiological images and their role in deep learning N Konz, H Gu, H Dong, MA Mazurowski International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 20 | 2022 |
| ContourDiff: Unpaired Medical Image Translation with Structural Consistency Y Chen, N Konz, H Gu, H Dong, Y Chen, L Li, J Lee, MA Mazurowski Machine Learning for Biomedical Imaging 3 (November 2025 issue), 711-727, 2025 | 19* | 2025 |
| SWSSL: sliding window-based self-supervised learning for anomaly detection in high-resolution images H Dong, Y Zhang, H Gu, N Konz, Y Zhang, MA Mazurowski IEEE transactions on medical imaging 42 (12), 3860-3870, 2023 | 14 | 2023 |
| Medical image segmentation with intent: Integrated entropy weighting for single image test-time adaptation H Dong, N Konz, H Gu, MA Mazurowski Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 13 | 2024 |
| How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Y Zhang, S Zhao, H Gu, MA Mazurowski Journal of Imaging Informatics in Medicine, 2025 | 10 | 2025 |
| Deep learning enabled high-speed image reconstruction for breast diffuse optical tomography B Deng, H Gu, SA Carp Optical Tomography and Spectroscopy of Tissue XIV 11639, 116390B, 2021 | 10 | 2021 |
| MRI-CORE: A Foundation Model for Magnetic Resonance Imaging H Dong, Y Chen, H Gu, N Konz, Y Chen, Q Li, MA Mazurowski arXiv preprint arXiv:2506.12186, 2025 | 9 | 2025 |
| Knee arthritis severity measurement using deep learning: a publicly available algorithm with a multi-institutional validation showing radiologist-level performance H Gu, K Li, RJ Colglazier, J Yang, M Lebhar, J O'Donnell, WA Jiranek, ... arXiv preprint arXiv:2203.08914, 2022 | 9* | 2022 |
| A systematic study of the foreground-background imbalance problem in deep learning for object detection H Gu, H Dong, N Konz, MA Mazurowski arXiv preprint arXiv:2306.16539, 2023 | 8 | 2023 |
| Deep learning automates Cobb angle measurement compared with multi-expert observers K Li, H Gu, R Colglazier, R Lark, E Hubbard, R French, D Smith, J Zhang, ... BJR| Artificial Intelligence 2 (1), ubaf009, 2025 | 7 | 2025 |
| Lightweight transformer backbone for medical object detection Y Zhang, H Dong, N Konz, H Gu, MA Mazurowski MICCAI Workshop on Cancer Prevention through Early Detection, 47-56, 2022 | 7 | 2022 |
| Segmentwithsam: 3d slicer extension for segment anything model (sam) Z Yildiz, H Gu, J Zhang, J Yang, MA Mazurowski Medical Imaging with Deep Learning, 2024 | 6 | 2024 |
Maciej A. MazurowskiAssociate Professor of Biostatistics & Bioinformatics, Radiology, Comp. Sci., ECE, Duke UniversityVerified email at duke.edu
