Patient Radiation Safety in Inetrventional X-Ray using Artificial Interligence


Authors : Ahmed H; D. Dahuwa; S. ADalhatu

Volume/Issue : Volume 9 - 2024, Issue 1 - January

Google Scholar : http://tinyurl.com/2f4s979p

Scribd : http://tinyurl.com/fxcs273b

DOI : https://doi.org/10.5281/zenodo.10526285

Abstract : Increased dose to patients was caused by imaging scientists repeatedly exposing patients to X-rays without justification during interventional X-ray procedures in Nigeria. The use of post-radiographic digital image processing equipment is limited by a lack of properly educated personnel and a culture of poor maintenance. The goal of this study is to use neck and chest radiographs from Kaggle to illustrate the functionality of the Magick package in Rstudio using R's programming language. All operating systems may run the package, and the R programming language is simple to learn and requires little upkeep. The neck and chest pictures underwent post-radiographic image processing in the following areas: color adjustment, transformation, segmentation, thresholding, noise management, and negation. The outcomes are favorable for patient radiation safety during radiological procedures.

Keywords : Radiation, Safety, Patient, Image Processing.

Increased dose to patients was caused by imaging scientists repeatedly exposing patients to X-rays without justification during interventional X-ray procedures in Nigeria. The use of post-radiographic digital image processing equipment is limited by a lack of properly educated personnel and a culture of poor maintenance. The goal of this study is to use neck and chest radiographs from Kaggle to illustrate the functionality of the Magick package in Rstudio using R's programming language. All operating systems may run the package, and the R programming language is simple to learn and requires little upkeep. The neck and chest pictures underwent post-radiographic image processing in the following areas: color adjustment, transformation, segmentation, thresholding, noise management, and negation. The outcomes are favorable for patient radiation safety during radiological procedures.

Keywords : Radiation, Safety, Patient, Image Processing.

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