New Tools of Phantoms, Monte Carlo Calculations, and AI for Medical Physics Applications
Prof. Xie George Xu — Professor and Director, Institute of Nuclear Medical Physics, University of Science and Technology of China, Hefei, China; formerly Edward E. Hood Endowed Chair Professor, Rensselaer Polytechnic Institute (RPI), Troy, New York, USA
▼ Abstract
This presentation covers: (1) Historical review of computational phantoms — from 1st-generation stylized phantoms through 2nd-generation voxel phantoms to 3rd-generation BREP phantoms; (2) Development of patient-specific phantoms using DeepViewer, an automatic multi-organ segmentation tool based on U-Net neural convolutional networks; (3) Development of ARCHER, a rapid GPU-based Monte Carlo dose calculation code that reduces computing time from hours to under one minute. Examples in medical imaging dose (CT, PET/CT) and radiation treatment planning are discussed.
▼ Speaker biography

Prof. Xie George Xu received his PhD in Nuclear Engineering (health/medical physics focus) from Texas A&M University in 1994 and has mentored nearly 100 PhD and MS students. He is widely known for his work on computational phantoms and advanced Monte Carlo simulations, and is a Fellow of ANS, HPS, AAPM, and AIMBE. His team developed VirtualDose, ARCHER, and DeepViewer — commercial software tools used in dosimetry and treatment planning. He received the AAPM Edith H. Quimby Award for Lifetime Achievement in 2020.