Li, T., Hu, M., & Zhang, L. (2018). Using the SVM Method for Lung Adenocarcinoma Prognosis Based on Expression Level. Proceedings of the 2018 2nd International Conference on Computational Biology and Bioinformatics, 63–66.
胡明哲, & 杨永立. (2017). 基于卷积神经网络的颅内病变类型影像的判别. 黑龙江大学自然科学学报, 34(6), 748–756.
Hu, M., Amason, J., Lee, T., Gao, Q., Borkar, D., Pajic, M., & Hadziahmetovic, M. (2021). Deep learning approach for automated detection of retinal pathology from ultra-widefield retinal images. Investigative Ophthalmology & Visual Science, 62(8), 2129–2129.
Lee, T., Hu, M., Gao, Q., Amason, J., Borkar, D., D’Alessio, D., … Hadziahmetovic, M. (2022). Evaluation of a deep learning supported remote diagnosis model for identification of diabetic retinopathy using wide-field Optomap. Ann Eye Sci, 7, 11.
Meng, S., Tran, T. M. L., Hu, M., Wang, P., Yi, T., Zhong, Z., … Others. (2022). End-to-end artificial intelligence platform for the management of large vessel occlusions: A preliminary study. Journal of Stroke and Cerebrovascular Diseases, 31(11), 106753.
Hu, M., Zhang, J., Matkovic, L., Liu, T., & Yang, X. (2023). Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions. Journal of Applied Clinical Medical Physics, 24(2), e13898.
Pan, S., Chang, C.-W., Wang, T., Wynne, J., Hu, M., Lei, Y., … Yang, X. (2023). Abdomen CT multi-organ segmentation using token-based MLP-Mixer. Medical Physics, 50(5), 3027–3038.
Pan, S., Wynne, J., Hu, M., Wang, T., Roper, J., Patel, P., … Yang, X. (2023). Multi-organ CT segmentation using shifted-window multilayer perceptron mixer. Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling, 12466, 440–447. SPIE.
Hu, M., Pan, S., Li, Y., & Yang, X. (2023). Advancing medical imaging with language models: A journey from n-grams to chatgpt. arXiv Preprint arXiv:2304. 04920.
Hu, M., Wang, J., Chang, C.-W., Liu, T., & Yang, X. (2023a). End-to-end brain tumor detection using a graph-feature-based classifier. Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and Functional Imaging, 12468, 322–327. SPIE.
Hu, M., Wang, J., Chang, C.-W., Liu, T., & Yang, X. (2023b). Ultrasound breast tumor detection based on vision graph neural network. Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 12470, 124700W.
Hu, M., Li, Y., & Yang, X. (2023b). Skinsam: Empowering skin cancer segmentation with segment anything model. arXiv Preprint arXiv:2304. 13973.
Li, Y., Hu, M., & Yang, X. (2023). Polyp-sam: Transfer sam for polyp segmentation. arXiv Preprint arXiv:2305. 00293.
Li, Y., Wang, J., Hu, M., Patel, P., Mao, H., Liu, T., & Yang, X. (2023). Prostate Gleason score prediction via MRI using capsule network. Medical Imaging 2023: Computer-Aided Diagnosis, 12465, 514–519. SPIE.
Hu, M., Li, Y., & Yang, X. (2023a). Breastsam: A study of segment anything model for breast tumor detection in ultrasound images. arXiv Preprint arXiv:2305. 12447.
Hu, M., Wang, J., Wynne, J., Liu, T., & Yang, X. (2023). A vision-GNN framework for retinopathy classification using optical coherence tomography. Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 12465, 124650Z.
Hu, M., & Yang, X. (2023). Attention-Driven Lightweight Model for Pigmented Skin Lesion Detection. arXiv Preprint arXiv:2308. 02119.