CNN application for automated determination of the patient's size to obtain the size-specific dose estimated in CT.
Erik R Hernández-DávilaEugenio Torres-GarcíaLiliana Aranda-LaraErnesto Roldan-ValadezKeila Isaac-OlivéMario Flores-ReyesPublished in: Biomedical physics & engineering express (2024)
Implementing CNN-based automated methodologies can contribute to fast and accurate dose calculations, thereby improving patient-specific radiation safety in clinical practice.
Keyphrases
- deep learning
- convolutional neural network
- clinical practice
- machine learning
- high throughput
- computed tomography
- case report
- density functional theory
- image quality
- high resolution
- contrast enhanced
- molecular dynamics simulations
- dual energy
- solid phase extraction
- magnetic resonance imaging
- simultaneous determination
- pet ct