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Mingzhe Hu
Mingzhe Hu
PhD Candidate
Verified email at duke.edu - Homepage
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Cited by
Cited by
Year
Polyp-sam: Transfer sam for polyp segmentation
Y Li, M Hu, X Yang
Medical Imaging 2024: Computer-Aided Diagnosis 12927, 759-765, 2024
652024
Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions
M Hu, J Zhang, L Matkovic, T Liu, X Yang
Journal of Applied Clinical Medical Physics 24 (2), e13898, 2023
562023
Skinsam: Empowering skin cancer segmentation with segment anything model
M Hu, Y Li, X Yang
arXiv preprint arXiv:2304.13973, 2023
532023
Abdomen CT multi‐organ segmentation using token‐based MLP‐Mixer
S Pan, CW Chang, T Wang, J Wynne, M Hu, Y Lei, T Liu, P Patel, J Roper, ...
Medical Physics 50 (5), 3027-3038, 2023
452023
Advancing medical imaging with language models: A journey from n-grams to chatgpt
M Hu, S Pan, Y Li, X Yang
arXiv preprint arXiv:2304.04920, 2023
342023
Breastsam: A study of segment anything model for breast tumor detection in ultrasound images
M Hu, Y Li, X Yang
arXiv preprint arXiv:2305.12447, 2023
192023
Deep learning approach for automated detection of retinal pathology from ultra-widefield retinal images
M Hu, J Amason, T Lee, Q Gao, D Borkar, M Pajic, M Hadziahmetovic
Investigative Ophthalmology & Visual Science 62 (8), 2129-2129, 2021
92021
End-to-end artificial intelligence platform for the management of large vessel occlusions: A preliminary study
S Meng, TML Tran, M Hu, PP Wang, T Yi, Z Zhong, L Wang, B Vogt, Z Jiao, ...
Journal of Stroke and Cerebrovascular Diseases 31 (11), 106753, 2022
72022
End-to-end brain tumor detection using a graph-feature-based classifier
M Hu, J Wang, CW Chang, T Liu, X Yang
Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and …, 2023
62023
Prostate Gleason score prediction via MRI using capsule network
Y Li, J Wang, M Hu, P Patel, H Mao, T Liu, X Yang
Medical Imaging 2023: Computer-Aided Diagnosis 12465, 514-519, 2023
52023
Advancing medical imaging with language models: featuring a spotlight on ChatGPT
M Hu, J Qian, S Pan, Y Li, RLJ Qiu, X Yang
Physics in Medicine & Biology 69 (10), 10TR01, 2024
42024
Ultrasound breast tumor detection based on vision graph neural network
M Hu, J Wang, C Chang, T Liu, X Yang
Medical Imaging 2023: Ultrasonic Imaging and Tomography 12470, 165-170, 2023
32023
Evaluation of a deep learning supported remote diagnosis model for identification of diabetic retinopathy using wide-field Optomap
T Lee, M Hu, Q Gao, J Amason, D Borkar, D D’Alessio, M Canos, A Shariff, ...
Annals of Eye Science 7, 11-11, 2022
32022
Mammo-CLIP: Leveraging Contrastive Language-Image Pre-training (CLIP) for Enhanced Breast Cancer Diagnosis with Multi-view Mammography
X Chen, Y Li, M Hu, E Salari, X Chen, RLJ Qiu, B Zheng, X Yang
arXiv preprint arXiv:2404.15946, 2024
22024
A vision-GNN framework for retinopathy classification using optical coherence tomography
M Hu, J Wang, J Wynne, T Liu, X Yang
Medical Imaging 2023: Computer-Aided Diagnosis 12465, 200-206, 2023
22023
Multi-organ CT segmentation using shifted-window multilayer perceptron mixer
S Pan, J Wynne, M Hu, T Wang, J Roper, P Patel, T Liu, X Yang
Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and …, 2023
22023
Using the SVM Method for Lung Adenocarcinoma Prognosis Based on Expression Level
T Li, M Hu, L Zhang
Proceedings of the 2018 2nd International Conference on Computational …, 2018
22018
David vs. Goliath: large foundation models are not outperforming small models in multi-view mammogram breast cancer prediction
X Chen, M Hu, K Zhang, N Abdoli, Y Sadri, P Gilley, OSV Chekuri, ...
Medical Imaging 2024: Computer-Aided Diagnosis 12927, 218-225, 2024
12024
MGMT promoter methylation prediction based on multiparametric MRI via vision graph neural network
M Hu, K Yang, J Wang, RLJ Qiu, J Roper, S Kahn, HK Shu, X Yang
Journal of Medical Imaging 11 (1), 014503-014503, 2024
12024
An LLM-Based Framework for Zero-Shot De-Identifying Flexible Text Data in Protected Health Information Enabling Potential Risk-Informed Patient Safety
CW Chang, M Hu, B Ghavidel, JF Wynne, RLJ Qiu, M Washington, ...
International Journal of Radiation Oncology, Biology, Physics 120 (2), e518, 2024
2024
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