Recent applications of artificial intelligence in radiotherapy: where we are and beyond

M Santoro, S Strolin, G Paolani, G Della Gala… - Applied Sciences, 2022 - mdpi.com
Featured Application Computational models based on artificial intelligence (AI) variants
have been developed and applied successfully in many areas, both inside and outside of …

[HTML][HTML] Investigation and benchmarking of U-Nets on prostate segmentation tasks

S Bhandary, D Kuhn, Z Babaiee, T Fechter… - … Medical Imaging and …, 2023 - Elsevier
In healthcare, a growing number of physicians and support staff are striving to facilitate
personalized radiotherapy regimens for patients with prostate cancer. This is because …

A comparative study of MRI-induced RF heating in pediatric and adult populations with epicardial and endocardial implantable electronic devices

F Jiang, B Bhusal, P Sanpitak… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Patients with congenital heart defects, inherited arrhythmia syndromes, and congenital
disorders of cardiac conduction often receive a cardiac implantable electronic device …

Computational dosimetry in MRI in presence of hip, knee or shoulder implants: do we need accurate surgery models?

A Arduino, F Baruffaldi, O Bottauscio… - Physics in Medicine …, 2022 - iopscience.iop.org
Objective. To quantify the effects of different levels of realism in the description of the
anatomy around hip, knee or shoulder implants when simulating, numerically …

The position and orientation of the pulse generator affects MRI RF heating of epicardial leads in children

B Bhusal, F Jiang, D Kim, KP Hong… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Infants and children with congenital heart defects often receive a cardiac implantable
electronic device (CIED). Because transvenous access to the heart is difficult in patients with …

Effect of subject‐specific head morphometry on specific absorption rate estimates in parallel‐transmit MRI at 7 T

H Jeong, J Andersson, A Hess… - Magnetic Resonance in …, 2023 - Wiley Online Library
Purpose To assess the accuracy of morphing an established reference electromagnetic
head model to a subject‐specific morphometry for the estimation of specific absorption rate …

Modifying the trajectory of epicardial leads can substantially reduce MRI‐induced RF heating in pediatric patients with a cardiac implantable electronic device at 1.5 T

F Jiang, B Bhusal, B Nguyen, M Monge… - Magnetic resonance …, 2023 - Wiley Online Library
Purpose After epicardial cardiac implantable electronic devices are implanted in pediatric
patients, they become ineligible to receive MRI exams due to an elevated risk of RF heating …

Numerical simulation of the radiofrequency safety of 128-channel hd-EEG nets on a 29-month-old whole-body model in a 3 Tesla MRI

H Jeong, G Ntolkeras, PE Grant… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
This article investigates the radiofrequency (RF) induced heating in a pediatric whole-body
voxel model with a high-density electroencephalogram (hd-EEG) net during magnetic …

Aluminum Thin Film Nanostructure Traces in Pediatric EEG Net for MRI and CT Artifact Reduction

H Jeong, G Ntolkeras, T Warbrick, M Jaschke, R Gupta… - Sensors, 2023 - mdpi.com
Magnetic resonance imaging (MRI) and continuous electroencephalogram (EEG)
monitoring are essential in the clinical management of neonatal seizures. EEG electrodes …

A high-resolution pediatric female whole-body numerical model with comparison to a male model

G Ntolkeras, H Jeong, L Zöllei… - Physics in Medicine …, 2023 - iopscience.iop.org
Objective. Numerical models are central in designing and testing novel medical devices and
in studying how different anatomical changes may affect physiology. Despite the numerous …