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Collaborations and top research areas from the last five years
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One-stop-shop Early Diagnosis of Joint Instability using AI-assisted 6D Computed Tomography
Leng, S. (PI) & Gong, H. (CoPI)
National Institute of Arthritis and Musculoskeletal and Skin Diseases
6/1/24 → 5/31/25
Project: Research project
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Evaluation of data uncertainty for deep-learning-based CT noise reduction using ensemble patient data and a virtual imaging trial framework
Zhou, Z., Hsieh, S. S., Gong, H., McCollough, C. H. & Yu, L., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 1292508. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Image quality evaluation in deep-learning-based CT noise reduction using virtual imaging trial methods: Contrast-dependent spatial resolution
Zhou, Z., Gong, H., Hsieh, S., McCollough, C. H. & Yu, L., Aug 2024, In: Medical physics. 51, 8, p. 5399-5413 15 p.Research output: Contribution to journal › Article › peer-review
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Improved noise reduction in photon-counting detector CT using prior knowledge-aware iterative denoising neural network
Chang, S., Marsh, J. F., Koons, E. K., Gong, H., Mccollough, C. H. & Leng, S., Dec 31 2024, In: Journal of Medical Imaging. 11, S12804.Research output: Contribution to journal › Article › peer-review
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Improving Stenosis Assessment in Energy Integrating Detector CT via Learned Monoenergetic Imaging Capability
Chang, S., Koons, E. K., Gong, H., Thorne, J. E., McCollough, C. H. & Leng, S., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129252R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Learned High Resolution Cardiac CT Imaging from Ultra-High-Resolution PCD-CT
Koons, E. K., Gong, H., Missert, A., Chang, S., Winfree, T., Zhou, Z., McCollough, C. H. & Leng, S., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129252Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access