Hybrid GPU Monte Carlo software toolkit for fast and accurate cone‐beam CT simulation

We introduce the GECCO software toolkit, containing the GECCO application for producing high-quality machine learning datasets and the RTIS application for real-time selection of imaging techniques for radiation therapists.

Authors

Institutions

Publication Details

Journal
Medical Physics
Published
2025-08-01
DOI
https://doi.org/10.1002/mp.18011
Primary Topic
Advanced Radiotherapy Techniques
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Hybrid GPU Monte Carlo software toolkit for fast and accurate cone‐beam CT simulation

Mathias Lehmann, Matthew W. Jacobson, J. William O’Connell, Pablo Corral Arroyo et al.
Medical Physics
Advanced Radiotherapy Techniques
article

Hybrid GPU Monte Carlo software toolkit for fast and accurate cone‐beam CT simulation

Mathias Lehmann, Matthew W. Jacobson, J. William O’Connell, Pablo Corral Arroyo, Daniel Morf, Rony Fueglistaller, Thomas C. Harris, Marios Myronakis, Ross Berbeco, V. Birrer, R. Bruegger, D. Ferguson, Yue‐Houng Hu
article en

Abstract

We introduce the GECCO software toolkit, containing the GECCO application for producing high-quality machine learning datasets and the RTIS application for real-time selection of imaging techniques for radiation therapists.

Medical PhysicsVol. 52(8)
Varian Medical Systems (Switzerland) (CH), Dana-Farber Brigham Cancer Center (US)
National Cancer Institute
Peace, Justice and strong institutions
Openalex Percentile: Top 73%
Advanced Radiotherapy Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Hybrid GPU Monte Carlo software toolkit for fast and accurate cone‐beam CT simulation — Mathias Lehmann, Matthew W. Jacobson, et al. · Medical Physics (2025) | TGRS Research Map | TGRS