Our Team
Jiayi Du, PhD
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Education |
- Therapeutic Medical Physics Residency, University of California, San Francisco, Department of Radiation Oncology (2024-2026)
- Ph.D. in Physics and Biology in Medicine, University of California, Los Angeles, CA (2024)
- B.S. in Physics, University of Science and Technology of China, China (2018)
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Awards & Honors |
- Outstanding Academic Scholarship, 2014-2016
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Selected Publications, Abstracts, and Posters |
- J Du, K Sheng. Vasculature-Based Large-Scale Perfusion and Oxygenation Coupled Modeling of Murine Colorectal Carcinoma, Glioma, and Health Brain Under Flash Irradiation. AAPM 2024.
- J Du. Bridging Cell Biology with Macroscopic Tumor Features via Large-Scale Computational Modeling. PhD diss., UCLA, 2024.
- J Du, Y Zhou, L Jin, K Sheng. Gell: A GPU-powered 3D hybrid simulator for large-scale multicellular system. Plos one. 2023 Jul 18;18(7):e0288721.
- J Du, K Sheng. Oxygen Depletion Kinetics Due to Flash with Real Tumor Vasculature Coupling. AAPM 2023.
- J Du, K Sheng. Modeling Tumor Vasculature for Perfusion and Oxygenation Analysis. AAPM 2023.
- J Du, Y Zhou, L Jin, K Sheng. A Hybrid Tumor Model for Ultra-Large-Scale Heterogeneous Vascular Tumor Growth. International Journal of Radiation Oncology, Biology, Physics. 2022 Nov 1;114(3):e92.
- J Du, Y Zhou, L Jin, K Sheng. Gell: A GPU-Powered Ultra-Large-Scale Cell-Based Simulator. AAPM 2022.
- J Du, Y Zhou, L Jin, K Sheng. A Hybrid Tumor Model for Ultra-Large-Scale Heterogeneous Vascular Tumor Growth. AAPM 2022.
- J Du, Y Zhou, L Jin, K Sheng. Development of Gell: A GPU-Powered Ultra-Large-Scale Cell-Based Simulator. AAPM 2021.
- J Du, XS Qi, R Chin, K Sheng. Independent Feature Selection in Radiomics Cross-Validation Is Essential to Estimate the True Model Performance. AAPM 2020.
- Y Jia, X Qi, J Du, R Chin, E McKenzie, K Sheng. A Deep Transfer Learning-Based Radiomics Model for Prediction of Local Recurrence in Laryngeal Cancer. AAPM 2020.