Research output per year
Research output per year
Personal profile
Research interests
Dr. Hugo’s research interests include cardiac radioablation, image-guided adaptive radiotherapy, image registration and analysis, and the use of machine learning in radiation oncology.
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Collaborations and top research areas from the last five years
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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 -
CT-based online adaptive radiotherapy improves target coverage and organ at risk (OAR) avoidance in stereotactic body radiation therapy (SBRT) for prostate cancer
Waters, M., Price, A., Laugeman, E., Henke, L., Hugo, G., Stowe, H., Andruska, N., Brenneman, R., Hao, Y., Green, O., Robinson, C., Gay, H., Michalski, J. & Baumann, B. C., Jan 2024, In: Clinical and Translational Radiation Oncology. 44, 100693.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Inter-fractional portability of deep learning models for lung target tracking on cine imaging acquired in MRI-guided radiotherapy
Peng, J., Stowe, H. B., Samson, P. P., Robinson, C. G., Yang, C., Hu, W., Zhang, Z., Kim, T., Hugo, G. D., Mazur, T. R. & Cai, B., Jun 2024, In: Physical and Engineering Sciences in Medicine. 47, 2, p. 769-777 9 p.Research output: Contribution to journal › Article › peer-review
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A clinical and time savings evaluation of a deep learning automatic contouring algorithm
Ginn, J. S., Gay, H. A., Hilliard, J., Shah, J., Mistry, N., Möhler, C., Hugo, G. D. & Hao, Y., Mar 1 2023, In: Medical Dosimetry. 48, 1, p. 55-60 6 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Cardiac radiation improves ventricular function in mice and humans with cardiomyopathy
Pedersen, L. N., Valenzuela Ripoll, C., Ozcan, M., Guo, Z., Lotfinaghsh, A., Zhang, S., Ng, S., Weinheimer, C., Nigro, J., Kovacs, A., Diab, A., Klaas, A., Grogan, F., Cho, Y., Ataran, A., Luehmann, H., Heck, A., Kolb, K., Strong, L. & Navara, R. & 15 others, , Dec 8 2023, In: Med. 4, 12, p. 928-943.e5Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations