Virtual clinical trials in medical imaging: a review
The accelerating complexity and variety of medical imaging devices and methods have
outpaced the ability to evaluate and optimize their design and clinical use. This is a …
outpaced the ability to evaluate and optimize their design and clinical use. This is a …
Real‐time estimation of patient‐specific dose distributions for medical CT using the deep dose estimation
Purpose With the rising number of computed tomography (CT) examinations and the trend
toward personalized medicine, patient‐specific dose estimates are becoming more and …
toward personalized medicine, patient‐specific dose estimates are becoming more and …
A scanner-specific framework for simulating CT images with tube current modulation
Although tube current modulation (TCM) is routinely implemented in modern computed
tomography (CT) scans, no existing CT simulator is capable of generating realistic images …
tomography (CT) scans, no existing CT simulator is capable of generating realistic images …
Real-time, acquisition parameter-free voxel-wise patient-specific Monte Carlo dose reconstruction in whole-body CT scanning using deep neural networks
Objective We propose a deep learning-guided approach to generate voxel-based absorbed
dose maps from whole-body CT acquisitions. Methods The voxel-wise dose maps …
dose maps from whole-body CT acquisitions. Methods The voxel-wise dose maps …
A review of organ dose calculation tools for patients undergoing computed tomography scans
C Lee - Journal of Radiation Protection and Research, 2021 - koreascience.kr
Background: Computed tomography (CT) is one of the crucial diagnostic tools in modern
medicine. However, careful monitoring of radiation dose for CT patients is essential since …
medicine. However, careful monitoring of radiation dose for CT patients is essential since …
iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and Its Application to CT Organ Dosimetry
Objective: This study aims to develop and validate a novel framework, iPhantom, for
automated creation of patient-specific phantoms or “digital-twins (DT)” using patient medical …
automated creation of patient-specific phantoms or “digital-twins (DT)” using patient medical …
Scout-Net: prospective personalized estimation of CT organ doses from scout views
Purpose: Estimation of patient-specific organ doses is required for more comprehensive
dose metrics, such as effective dose. Currently, available methods are performed …
dose metrics, such as effective dose. Currently, available methods are performed …
A GPU-accelerated framework for rapid estimation of scanner-specific scatter in CT for virtual imaging trials
Virtual imaging trials (VITs), defined as the process of conducting clinical imaging trials
using computer simulations, offer a time-and cost-effective alternative to traditional imaging …
using computer simulations, offer a time-and cost-effective alternative to traditional imaging …
Deep silicon photon-counting CT: A first simulation-based study for assessing perceptual benefits across diverse anatomies
Objectives To assess perceptual benefits provided by the improved spatial resolution and
noise performance of deep silicon photon-counting CT (Si-PCCT) over conventional energy …
noise performance of deep silicon photon-counting CT (Si-PCCT) over conventional energy …
Personalized CT organ dose estimation from scout images
With the rapid increase of CT usage, radiation dose across patient populations is also
increasing. Therefore, it is desirable to reduce the CT radiation dose. However, the reduction …
increasing. Therefore, it is desirable to reduce the CT radiation dose. However, the reduction …