Junyu Guo, Ph.D. Titles and Appointments Assistant Professor School Medical School Department Radiology Graduate Programs Biomedical Engineering Biography Junyu "Richard" Guo, Ph.D., is an Assistant Professor of Radiology at UT Southwestern Medical Center, and a member of its Abdominal Imaging Division with a focus on its research mission. Dr. Guo received a bachelor's degree in physics from Beijing Jiaotong University, and a master's degree in physics from Tsinghua University, both in Beijing, China. He then obtained a doctoral degree in physics from the University of Utah in Salt Lake City, before embarking on a postdoctoral fellowship at the University of Pennsylvania School of Medicine in Philadelphia. Prior to joining the UT Southwestern faculty in 2019, Dr. Guo served as a research scientist at St. Jude Children's Research Hospital in Memphis, Tennessee. Dr. Guo holds patents for developing a method and system for parallel reconstruction in the K-space domain for application in imaging systems, and for T2 spectral analysis for Myelin Water Imaging. His research interests include Deep Learning in magnetic resonance imaging, magnetic resonance spectroscopic imaging (MRSI), magnetic resonance imaging reconstruction, and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). In addition to contributing a chapter to a textbook on computed tomography and magnetic resonance of the whole body, he has also published 24 original research articles, created more than 50 abstracts, and has been invited to present his research findings at meetings and conferences throughout the United States and around the world. Education Undergraduate Jiaotong University (1997), Physics Graduate School Tsinghua University (2000), Physics Graduate School University of UTAH (2006), Physics Research Interest Deep Learning Application in Magnetic Resonance Imaging Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE- MRI) Magnetic Resonance Imaging Reconstruction Magnetic Resonance Spectroscopic Imaging (MRSI) Publications Clinical application of radiomics for the prediction of treatment outcome and survival in patients with renal cell carcinoma: a systematic review Khene ZE, Tachibana I, Bertail T, Fleury R, Bhanvadia R, Kapur P, Rajaram S, Guo J, Christie A, Pedrosa I, Lotan Y, Margulis V World journal of urology 2024 Dec 42 Style Transfer–assisted Deep Learning Method for Kidney Segmentation at Multiphase MRI Guo J, Goyal M, Xi Y, Hinojosa L, Haddad G, Albayrak E, Pedrosa I Radiology: Artificial Intelligence 2023 Nov 5 Deep learning kidney segmentation with very limited training data using a cascaded convolution neural network Guo J, Odu A, Pedrosa I PloS one 2022 May 17 Deep Learning-based Deformable Registration of Dynamic Contrast-Enhanced MR Images of the Kidney Huang J, Guo J, Pedrosa I, Fei B 2022 Automated kidney segmentation by mask R-CNN in T2-weighted magnetic resonance imaging Goyal M, Guo J, Hinojosa L, Hulsey K, Pedrosa I 2022 Deciphering intratumoral molecular heterogeneity in clear cell renal cell carcinoma with a radiogenomics platform Udayakumar D, Zhang Z, Xi Y, Dwivedi DK, Fulkerson M, Haldeman S, McKenzie T, Yousuf Q, Joyce A, Hajibeigi A, Notgrass H, De Leon AD, Yuan Q, Lewis MA, Madhuranthakam AJ, Sibley RC, Elias R, Guo J, Christie A, McKay RM, Cadeddu JA, Bagrodia A, Margulis V, Brugarolas J, Wang T, Kapur P, Pedrosa I Clinical Cancer Research 2021 Sep 27 4794-4806 Multi-site, multi-platform comparison of MRI T1 measurement using the system phantom Keenan KE, Gimbutas Z, Dienstfrey A, Stupic KF, Boss MA, Russek SE, Chenevert TL, Prasad PV, Guo J, Reddick WE, Cecil KM, Shukla-Dave A, Nunez DA, Konar AS, Liu MZ, Jambawalikar SR, Schwartz LH, Zheng J, Hu P, Jackson EF PloS one 2021 Jun 16 Reduced brain microstructural asymmetry in patients with childhood leukemia treated with chemotherapy compared with healthy controls Guo J, Han Y, Li Y, Reddick WE PloS one 2019 May 14 18 F-FDG uptake during early adjuvant chemotherapy predicts histologic response in pediatric and young adult patients with osteosarcoma Davis JC, Daw NC, Navid F, Billups CA, Wu J, Bahrami A, Jenkins JJ, Snyder SE, Reddick WE, Santana VM, Beth McCarville M, Guo J, Shulkin BL Journal of Nuclear Medicine 2018 Jan 59 25-30 Fast frequency-sweep spectroscopic imaging with an ultra-low flip angle Guo J, Patay Z, Reddick WE Scientific reports 2016 Jul 6 Results 1-10 of 31 1 2 3 4 Next Last Professional Associations/Affiliations Institute of Electrical and Electronics Engineers International Society for Magnetic Resonance in Medicine Radiological Society of North America