Rapid compton camera imaging for source terms investigation in the nuclear decommissioning with a subset-driven origin ensemble algorithm

Z Yao, Y Yuan, J Wu, X Liu, Y **ao - Radiation Physics and Chemistry, 2022 - Elsevier
As the nuclear facilities (eg nuclear power plants) built in the last century gradually reached
their life cycle, some nuclear facilities entered the decommissioning stage. Radioactivity …

[PDF][PDF] Deep learning based classification methods of Compton camera based prompt gamma imaging for proton radiotherapy

CA Barajas, GC Kroiz, M Gobbert… - UMBC Faculty …, 2021 - hpcf-files.umbc.edu
Proton beam radiotherapy is a method of cancer treatment that uses proton beams to
irradiate cancerous tissue, while simultaneously sparing doses to healthy tissue. In order to …

GPU accelerated stochastic origin ensemble method with list-mode data for compton camera imaging in proton therapy

A Zheng, Z Yao, Y **ao - IEEE Transactions on Radiation and …, 2019 - ieeexplore.ieee.org
Proton beam therapy has the advantages over other forms of radiation therapy because it
does less damage to healthy tissue while treating cancerous tissue. These advantages arise …

Neural Networks for the Sanitization of Compton Camera Based Prompt Gamma Imaging Data for Proton Radiotherapy

CA Barajas - 2022 - search.proquest.com
Proton beam radiotherapy is a method of cancer treatment that uses proton beams to
irradiate cancerous tissue, while simultaneously sparing doses to healthy tissue. In order to …

[PDF][PDF] Use of deep learning to classify Compton camera based prompt gamma imaging for proton radiotherapy

JN Basalyga, GC Kroiz, CA Barajas… - … HPCF–2020–14 …, 2020 - cybertraining.umbc.edu
This work was done in collaboration with the Maryland Proton Treatment Center, located in
Baltimore. Opened in 2016, the center was the first in the Maryland/DC region to offer proton …

[PDF][PDF] Improvements to the deep learning classification of Compton camera based prompt gamma imaging for proton radiotherapy

JN Basalyga, CA Barajas, GC Kroiz… - UMBC Faculty …, 2020 - hpcf-files.umbc.edu
Real-time imaging has potential to greatly increase the effectiveness of proton beam therapy
for cancer treatment. One promising method of real-time imaging is the use of a Compton …

[PDF][PDF] Development of fast reconstruction techniques for prompt gamma imaging during proton radiotherapy

J Casilag, J Della-Giustina, E Gregorio, A Jacob… - 2017 - hpcf-files.umbc.edu
Proton beam radiation treatment was first proposed by Robert Wilson in 1946. The
advantage of proton beam radiation is that the lethal dose of radiation is delivered by a …

Hybrid MPI+ OpenMP parallelization of image reconstruction in proton beam therapy on multi-core and many-core processors

J Della-Giustina, C Barajas - Spring Simulation Multiconference, 2018 - par.nsf.gov
The advantage of proton beam therapy is that the lethal dose of radiation is delivered by a
sharp increase toward the end of the beam range, known as the Bragg peak (BP), with no …

[PDF][PDF] Speedup potential for reconstruction techniques for prompt gamma imaging during proton radiotherapy

J Della-Giustina, J Casilagb… - American Journal on …, 2018 - hpcf-files.umbc.edu
Proton beam radiation treatment was first proposed by Robert Wilson in 1946. The
advantage of proton beam radiation is that the lethal dose of radiation is delivered by a …

[PDF][PDF] Speedup Potential for Reconstruction Techniques for Prompt Gamma Imaging During Proton Radiotherapy

J Casilag, J Della-Giustina, E Gregorio, A Jacob - academia.edu
Proton beam radiation treatment was first proposed by Robert Wilson in 1946. The
advantage of proton beam radiation is that the lethal dose of radiation is delivered by a …