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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A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods
Li, K., Zhou, W., Li, H. & Anastasio, M. A., May 1 2022, In: IEEE Transactions on Medical Imaging. 41, 5, p. 1114-1124 11 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Application of DatasetGAN in medical imaging: preliminary studies
Fan, Z., Kelkar, V., Anastasio, M. A. & Li, H., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120321O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Task-informed Model Training Method for Deep Neural Network-based Image Denoising
Li, K., Li, H. & Anastasio, M. A., 2022, Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R., Mello-Thoms, C. R. & Taylor-Phillips, S. (eds.). SPIE, 1203510. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12035).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Learning-Based Cancer Treatment Outcome Prognosis Using Multimodal Biomarkers
Saad, M., He, S., Thorstad, W., Gay, H., Barnett, D., Zhao, Y., Ruan, S., Wang, X. & Li, H., Feb 1 2022, In: IEEE Transactions on Radiation and Plasma Medical Sciences. 6, 2, p. 231-244 14 p.Research output: Contribution to journal › Article › peer-review
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Learning stochastic object models from medical imaging measurements by use of advanced ambient generative adversarial networks
Zhou, W., Bhadra, S., Brooks, F. J., Li, H. & Anastasio, M. A., Jan 1 2022, In: Journal of Medical Imaging. 9, 1, 015503.Research output: Contribution to journal › Article › peer-review
Open Access