Haoyu Dong
Haoyu Dong
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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
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 íK, 2022
Rethinking exposure bias in language modeling
Y Xu, K Zhang, H Dong, Y Sun, W Zhao, Z Tu
arXiv preprint arXiv:1910.11235, 2019
Trust it or not: Confidence-guided automatic radiology report generation
Y Wang, Z Lin, Z Xu, H Dong, J Luo, J Tian, Z Shi, L Huang, Y Zhang, ...
Neurocomputing, 127374, 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models
N Konz, Y Chen, H Dong, MA Mazurowski
arXiv preprint arXiv:2402.05210, 2024
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
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, ...
arXiv preprint arXiv:2401.12974, 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
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, 2023
Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph
Y Wang, Z Lin, H Dong
arXiv preprint arXiv:2307.12526, 2023
Astro: An ast-assisted approach for generalizable neural clone detection
Y Zhang, J Yang, H Dong, Q Wang, H Shao, K Leach, Y Huang
arXiv preprint arXiv:2208.08067, 2022
Using text to teach image retrieval
H Dong, Z Wang, Q Qiu, G Sapiro
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern íK, 2021
Contourdiff: Unpaired image translation with contour-guided diffusion models
Y Chen, N Konz, H Gu, H Dong, Y Chen, L Li, J Lee, MA Mazurowski
arXiv preprint arXiv:2403.10786, 2024
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion
N Konz, H Dong, MA Mazurowski
Medical Image Analysis 87, 102836, 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
arXiv preprint arXiv:2404.09957, 2024
Rethinking Perceptual Metrics for Medical Image Translation
N Konz, Y Chen, H Gu, H Dong, MA Mazurowski
arXiv preprint arXiv:2404.07318, 2024
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation
H Dong, N Konz, H Gu, MA Mazurowski
arXiv preprint arXiv:2402.09604, 2024
SAM-Geo3D: A Geometrical Method to Extend SAM to 3D
J Zhang, Z Yildiz, H Gu, H Dong, MA Mazurowski
Medical Imaging with Deep Learning, 2024
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
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