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Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy

This paper discusses the imaging diagnostic features of arteriosclerotic encephalopathy and combines the spatial context information of local features to study the clinical imaging image copy detection algorithm. Moreover, this paper proposes a clinical imaging copy detection algorithm that combines...

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Detalles Bibliográficos
Autores principales: Tang, Wenbo, Du, Xiaoying, Wang, Wei, Shan, Erbo, Nie, Zhonglin, Yu, Chaowen, Gao, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095381/
https://www.ncbi.nlm.nih.gov/pubmed/35572835
http://dx.doi.org/10.1155/2022/3802560
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author Tang, Wenbo
Du, Xiaoying
Wang, Wei
Shan, Erbo
Nie, Zhonglin
Yu, Chaowen
Gao, Yong
author_facet Tang, Wenbo
Du, Xiaoying
Wang, Wei
Shan, Erbo
Nie, Zhonglin
Yu, Chaowen
Gao, Yong
author_sort Tang, Wenbo
collection PubMed
description This paper discusses the imaging diagnostic features of arteriosclerotic encephalopathy and combines the spatial context information of local features to study the clinical imaging image copy detection algorithm. Moreover, this paper proposes a clinical imaging copy detection algorithm that combines the BOW model and spatial context embedding and a clinical imaging copy detection algorithm that combines the BOW model and global context verification. In addition, this paper applies the algorithm to the imaging diagnostic features of arteriosclerotic encephalopathy and sets up a controlled experiment to start research. The experimental research shows that the application of imaging diagnosis to the detection of subcortical arteriosclerotic encephalopathy has good clinical effects and rapid remission of patients' symptoms. The effectiveness of this method can be verified by a large number of clinical practices in follow-up studies.
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spelling pubmed-90953812022-05-12 Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy Tang, Wenbo Du, Xiaoying Wang, Wei Shan, Erbo Nie, Zhonglin Yu, Chaowen Gao, Yong Comput Math Methods Med Research Article This paper discusses the imaging diagnostic features of arteriosclerotic encephalopathy and combines the spatial context information of local features to study the clinical imaging image copy detection algorithm. Moreover, this paper proposes a clinical imaging copy detection algorithm that combines the BOW model and spatial context embedding and a clinical imaging copy detection algorithm that combines the BOW model and global context verification. In addition, this paper applies the algorithm to the imaging diagnostic features of arteriosclerotic encephalopathy and sets up a controlled experiment to start research. The experimental research shows that the application of imaging diagnosis to the detection of subcortical arteriosclerotic encephalopathy has good clinical effects and rapid remission of patients' symptoms. The effectiveness of this method can be verified by a large number of clinical practices in follow-up studies. Hindawi 2022-05-04 /pmc/articles/PMC9095381/ /pubmed/35572835 http://dx.doi.org/10.1155/2022/3802560 Text en Copyright © 2022 Wenbo Tang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Tang, Wenbo
Du, Xiaoying
Wang, Wei
Shan, Erbo
Nie, Zhonglin
Yu, Chaowen
Gao, Yong
Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy
title Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy
title_full Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy
title_fullStr Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy
title_full_unstemmed Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy
title_short Study on the Features of Clinical Imaging Diagnosis of Arteriosclerotic Encephalopathy
title_sort study on the features of clinical imaging diagnosis of arteriosclerotic encephalopathy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095381/
https://www.ncbi.nlm.nih.gov/pubmed/35572835
http://dx.doi.org/10.1155/2022/3802560
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