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, 102918, 2023 | 18 | 2023 |
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 | 6 | 2021 |
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 | 3 | 2023 |
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 | 2 | 2022 |
Automated Grading of Radiographic Knee Osteoarthritis Severity Combined with Joint Space Narrowing H Gu, K Li, RJ Colglazier, J Yang, M Lebhar, J O'Donnell, WA Jiranek, ... arXiv e-prints, arXiv: 2203.08914, 2022 | 2 | 2022 |
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, 2023 | 1 | 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 | 1 | 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 | | 2023 |
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs H Gu, H He, R Colglazier, J Axelrod, R French, MA Mazurowski arXiv preprint arXiv:2303.07517, 2023 | | 2023 |
Correction to: 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 | | 2022 |
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 | | 2022 |
REPLICA: Enhanced Feature Pyramid Network by Local Image Translation and Conjunct Attention for High-Resolution Breast Tumor Detection. Y Zhang, H Dong, N Konz, H Gu, MA Mazurowski CoRR, 2021 | | 2021 |