Research output per year
Research output per year
Personal profile
Research interests
My research interests include the development of innovative multi-modality imaging techniques, new image reconstruction, segmentation, and registration techniques, applications of advanced medical imaging and image processing/analysis techniques to diagnostic imaging and radiation therapy, quality improvement of radiation image-guided radiation therapy planning and plan delivery, and medical imaging technique optimizations (CT, MRI, CBCT, etc.) for personalized radiation therapy.
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Collaborations and top research areas from the last five years
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A medical image classification method based on self-regularized adversarial learning
Fan, Z., Zhang, X., Ruan, S., Thorstad, W., Gay, H., Song, P., Wang, X. & Li, H., Nov 2024, In: Medical physics. 51, 11, p. 8232-8246 15 p.Research output: Contribution to journal › Article › peer-review
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Application of learned ideal observers for estimating task-based performance bounds for computed imaging systems
Li, K., Villa, U., Li, H. & Anastasio, M. A., Mar 1 2024, In: Journal of Medical Imaging. 11, 2, 026002.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A quality assurance framework for routine monitoring of deep learning cardiac substructure computed tomography segmentation models in radiotherapy
Jin, X., Hao, Y., Hilliard, J., Zhang, Z., Thomas, M. A., Li, H., Jha, A. K. & Hugo, G. D., Apr 2024, In: Medical physics. 51, 4, p. 2741-2758 18 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Medical Image Classification Using Self-Supervised Learning-Based Masked Autoencoder
Fan, Z., Wang, Z., Gong, P., Lee, C. U., Tang, S., Zhang, X., Hao, Y., Zhang, Z., Song, P., Chen, S. & Li, H., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129260G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Self-supervised learning based on StyleGAN for medical image classification on small labeled dataset
Fan, Z., Wang, Z., Zhang, C., Özbey, M., Villa, U., Hao, Y., Zhang, Z., Wang, X. & Li, H., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 1292630. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review