Tianyu Liu
Tianyu Liu
Doordash Labs
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Extension of RPI-adult male and female computational phantoms to obese patients and a Monte Carlo study of the effect on CT imaging dose
A Ding, MM Mille, T Liu, PF Caracappa, XG Xu
Physics in Medicine & Biology 57 (9), 2441, 2012
CT quantification and machine-learning models for assessment of disease severity and prognosis of COVID-19 patients
W Cai, T Liu, X Xue, G Luo, X Wang, Y Shen, Q Fang, J Sheng, F Chen, ...
Academic radiology 27 (12), 1665-1678, 2020
A method of rapid quantification of patient‐specific organ doses for CT using deep‐learning‐based multi‐organ segmentation and GPU‐accelerated Monte Carlo dose computing
Z Peng, X Fang, P Yan, H Shan, T Liu, X Pei, G Wang, B Liu, MK Kalra, ...
Medical physics 47 (6), 2526-2536, 2020
ARCHER, a new Monte Carlo software tool for emerging heterogeneous computing environments
XG Xu, T Liu, L Su, X Du, M Riblett, W Ji, D Gu, CD Carothers, ...
SNA+ MC 2013-Joint International Conference on Supercomputing in Nuclear …, 2014
Comparison of two accelerators for Monte Carlo radiation transport calculations, Nvidia Tesla M2090 GPU and Intel Xeon Phi 5110p coprocessor: A case study for X-ray CT imaging …
T Liu, XG Xu, CD Carothers
Annals of Nuclear Energy 82, 230-239, 2015
ARCHERRT – A GPU‐based and photon‐electron coupled Monte Carlo dose computing engine for radiation therapy: Software development and application to …
L Su, Y Yang, B Bednarz, E Sterpin, X Du, T Liu, W Ji, XG Xu
Medical physics 41 (7), 071709, 2014
Influences of operator head posture and protective eyewear on eye lens doses in interventional radiology: a Monte Carlo study
L Mao, T Liu, PF Caracappa, H Lin, Y Gao, LT Dauer, XG Xu
Medical physics 46 (6), 2744-2751, 2019
MCDNET–a denoising convolutional neural network to accelerate Monte Carlo radiation transport simulations: a proof of principle with patient dose from x-ray CT imaging
Z Peng, H Shan, T Liu, X Pei, G Wang, XG Xu
IEEE Access 7, 76680-76689, 2019
A comparative study of history-based versus vectorized Monte Carlo methods in the GPU/CUDA environment for a simple neutron eigenvalue problem
T Liu, X Du, W Ji, XG Xu, FB Brown
SNA+ MC 2013-Joint International Conference on Supercomputing in Nuclear …, 2014
Deep learning for accelerating Monte Carlo radiation transport simulation in intensity-modulated radiation therapy
Z Peng, H Shan, T Liu, X Pei, J Zhou, G Wang, XG Xu
arXiv preprint arXiv:1910.07735, 2019
Evaluation of speedup of Monte Carlo calculations of two simple reactor physics problems coded for the GPU/CUDA environment
A Ding, T Liu, C Liang, W Ji, MS Shephard, XG Xu, FB Brown
New capabilities of the Monte Carlo dose engine ARCHER‐RT: Clinical validation of the Varian TrueBeam machine for VMAT external beam radiotherapy
DP Adam, T Liu, PF Caracappa, BP Bednarz, XG Xu
Medical Physics 47 (6), 2537-2549, 2020
Evaluation of vectorized Monte Carlo algorithms on GPUs for a neutron eigenvalue problem
X Du, T Liu, W Ji, XG Xu, FB Brown
International Conference on Mathematics and Computational Methods Applied to …, 2013
A Monte Carlo neutron transport code for eigenvalue calculations on a dual-GPU system and CUDA environment
T Liu, A Ding, W Ji, XG Xu, CD Carothers, FB Brown
Physor 2012 Advances in Reactor Physics, 15-20, 2012
In vitro dose measurements in a human cadaver with abdomen/pelvis CT scans
D Zhang, A Padole, X Li, S Singh, RDA Khawaja, D Lira, T Liu, JQ Shi, ...
Medical Physics 41 (9), 091911, 2014
Patient-specific organ and effective dose estimates in adult oncologic CT
Y Gao, U Mahmood, T Liu, B Quinn, MJ Gollub, XG Xu, LT Dauer
American Journal of Roentgenology 214 (4), 738-746, 2020
Development of a set of mesh-based and age-dependent Chinese phantoms and application for CT dose calculations
Y Pi, T Liu, XG Xu
Radiation protection dosimetry 179 (4), 370-382, 2018
Optimizing the monte carlo neutron cross-section construction code xsbench for mic and gpu platforms
T Liu, N Wolfe, CD Carothers, W Ji, XG Xu
Nuclear Science and Engineering 185 (1), 232-242, 2017
ARCHERRT—a photon-electron coupled Monte Carlo dose computing engine for GPU: software development and application to helical tomotherapy
L Su, Y Yang, B Bednarz, E Sterpin, X Du, T Liu, W Ji, XG Xu
Med Phys 41 (7), 071709, 2014
Development of ARCHER—a parallel Monte Carlo radiation transport code—for X-ray CT dose calculations using GPU and coprocessor technologies
T Liu
Rensselaer Polytechnic Institute, 2014
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