Latest AI and machine learning research in therapeutic radiology for healthcare professionals.
BACKGROUND: Segmentation of the Gross Tumor Volume (GTV) is a crucial step in the brachytherapy (BT)...
PURPOSE: Artificial intelligence (AI) has the potential to simplify and optimize various steps of th...
The Monte Carlo (MC) method provides a complete solution to the tissue heterogeneity effects in low-...
PURPOSE: Artificial intelligence-based tools can be leveraged to improve detection and segmentation ...
BACKGROUND: To compare the quality of life (QOL) in patients who underwent robot-assisted radical pr...
BACKGROUND: Intensity-Modulated Radiation Therapy (IMRT) has been the standard of care for many type...
The early prediction of overall survival (OS) in patients with lung cancer brain metastases (BMs) af...
. The purpose of this study was to evaluate the accuracy of brachytherapy (BT) planning structures d...
OBJECTIVES: Hydrogel spacer (HS) was developed to reduce rectal toxicities caused by radiotherapy, b...
BACKGROUND: In recent years, with the development of artificial intelligence and deep learning techn...
PURPOSE: To develop a machine learning-based, 3D dose prediction methodology for Gamma Knife (GK) ra...
BACKGROUND: Rapid evolution of artificial intelligence (AI) prompted its wide application in healthc...
A flexible needle has emerged as a crucial clinical technique in contemporary medical practices, par...
PURPOSE: The use of convolution neural networks (CNN) to accurately predict dose distributions can a...
BACKGROUND: In external beam radiotherapy, a prediction model is required to compensate for the temp...
In this study, an inter-fraction organ deformation simulation framework for the locally advanced cer...
In this work we present a framework for robust deep learning-based VMAT forward dose calculations fo...
Deep learning advanced to one of the most important technologies in almost all medical fields. Espec...
. Deep learning (DL) models for fluence map prediction (FMP) have great potential to reduce treatmen...
BACKGROUND: Research suggests that treatment of multiple brain metastases (BMs) with stereotactic ra...
BACKGROUND: Low-dose rate brachytherapy is the referent treatment for early-stage prostate cancer an...