Handling of uncertainty in medical data using machine learning and probability theory techniques: A review of 30 years (1991–2020)

R Alizadehsani, M Roshanzamir, S Hussain… - Annals of Operations …, 2021 - Springer
Understanding the data and reaching accurate conclusions are of paramount importance in
the present era of big data. Machine learning and probability theory methods have been …

GPU-based high-performance computing for radiation therapy

X Jia, P Ziegenhein, SB Jiang - Physics in Medicine & Biology, 2014 - iopscience.iop.org
Recent developments in radiotherapy therapy demand high computation powers to solve
challenging problems in a timely fashion in a clinical environment. The graphics processing …

ICRU report 98, stochastic nature of radiation interactions: microdosimetry

LA Braby, V Conte, M Dingfelder… - Journal of the …, 2023 - journals.sagepub.com
ICRU Report 98, Stochastic Nature of Radiation Interactions: Microdosimetry - LA Braby, V.
Conte, M. Dingfelder, DT Goodhead, LS Pinsky, AB Rosenfeld, T. Sato, AJ Waker, S. Guatelli …

GPU-based fast Monte Carlo dose calculation for proton therapy

X Jia, J Schümann, H Paganetti… - Physics in Medicine & …, 2012 - iopscience.iop.org
Accurate radiation dose calculation is essential for successful proton radiotherapy. Monte
Carlo (MC) simulation is considered to be the most accurate method. However, the long …

ICRU REPORT 97: MRI-guided radiation therapy using MRI-linear accelerators

PJ Keall, CK Glide-Hurst, M Cao, P Lee… - Journal of the …, 2022 - journals.sagepub.com
The International Commission on Radiation Units and Measurements (ICRU), since its
inception in 1925, has had as its principal objective the development of internationally …

[HTML][HTML] MRI-guided lung SBRT: present and future developments

MJ Menten, A Wetscherek, MF Fast - Physica Medica, 2017 - Elsevier
Stereotactic body radiotherapy (SBRT) is rapidly becoming an alternative to surgery for the
treatment of early-stage non-small cell lung cancer patients. Lung SBRT is administered in a …

The international commission on radiation units and measurements

HG Menzel - Journal of the ICRU, 2012 - journals.sagepub.com
The International Commission on Radiation Units and Measurements - Hans-Georg Menzel,
2012 Skip to main content Intended for healthcare professionals Sage Journals Home Search …

Comparison of weekly and daily online adaptation for head and neck intensity-modulated proton therapy

M Bobić, A Lalonde, GC Sharp… - Physics in Medicine …, 2021 - iopscience.iop.org
The high conformality of intensity-modulated proton therapy (IMPT) dose distributions
causes treatment plans to be sensitive to geometrical changes during the course of a …

Dosimetric evaluation of synthetic CT generated with GANs for MRI‐only proton therapy treatment planning of brain tumors

S Kazemifar, AM Barragán Montero… - Journal of applied …, 2020 - Wiley Online Library
Purpose The purpose of this study was to address the dosimetric accuracy of synthetic
computed tomography (sCT) images of patients with brain tumor generated using a modified …

A GPU tool for efficient, accurate, and realistic simulation of cone beam CT projections

X Jia, H Yan, L Cerviño, M Folkerts, SB Jiang - Medical physics, 2012 - Wiley Online Library
Purpose: Simulation of x‐ray projection images plays an important role in cone beam CT
(CBCT) related research projects, such as the design of reconstruction algorithms or …