AIMC Topic: Thermoluminescent Dosimetry

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No more glowing in the dark: how deep learning improves exposure date estimation in thermoluminescence dosimetry.

Journal of radiological protection : official journal of the Society for Radiological Protection Nov 15, 2021
The time- or temperature-resolved detector signal from a thermoluminescence dosimeter can reveal additional information about circumstances of an exposure to ionising irradiation. We present studies using deep neural networks to estimate the date of ...
Humans Deep Learning Thermoluminescent Dosimetry
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Image quality and effective dose of a robotic flat panel 3D C-arm vs computed tomography.

The international journal of medical robotics + computer assisted surgery : MRCAS Dec 18, 2015
BACKGROUND: The aim of this study was to determine the effective dose and corresponding image quality of different imaging protocols of a robotic 3D flat panel C-arm in comparison to computed tomography (CT).
Humans Tomography, X-Ray Computed Female Animals Male Swine Imaging, Three-Dimensional Image Processing, Computer-Assisted Robotics Titanium Cadaver Observer Variation Radiation Dosage Pedicle Screws Phantoms, Imaging Thermoluminescent Dosimetry
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IMPROVEMENT OF DOSE ESTIMATION PROCESS USING ARTIFICIAL NEURAL NETWORKS.

Radiation protection dosimetry Jul 1, 2019
We present here for the first time a fast and reliable automatic algorithm based on artificial neural networks for the anomaly detection of a thermoluminescence dosemeter (TLD) glow curves (GCs), and compare its performance with formerly developed su...
Humans Neural Networks, Computer Algorithms Occupational Exposure Support Vector Machine Equipment Design Radiation Exposure Radiation Monitoring Thermoluminescent Dosimetry
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