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퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재

The incidence of neurodegenerative diseases in the older population has increased in recent years. A considerable number of studies have been performed to characterize these diseases. Imaging analysis is an important biomarker for the diagnosis of neurodegenerative disease. Objective and reliable as...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Society of Radiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514516/
https://www.ncbi.nlm.nih.gov/pubmed/36238504
http://dx.doi.org/10.3348/jksr.2022.0048
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description The incidence of neurodegenerative diseases in the older population has increased in recent years. A considerable number of studies have been performed to characterize these diseases. Imaging analysis is an important biomarker for the diagnosis of neurodegenerative disease. Objective and reliable assessment and precise detection are important for the early diagnosis of neurodegenerative diseases. Artificial intelligence (AI) using brain MRI applied to the study of neurodegenerative diseases could promote early diagnosis and optimal decisions for treatment plans. MRI-based AI software have been developed and studied worldwide. Representatively, there are MRI-based volumetry and segmentation software. In this review, we present the development process of brain volumetry analysis software in neurodegenerative diseases, currently used and developed AI software for neurodegenerative disease in the Republic of Korea, probable uses of AI in the future, and AI software limitations.
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spelling pubmed-95145162022-10-12 퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재 Taehan Yongsang Uihakhoe Chi Imaging of Neurodegenerative Diseases: Current Status and Recent Updates The incidence of neurodegenerative diseases in the older population has increased in recent years. A considerable number of studies have been performed to characterize these diseases. Imaging analysis is an important biomarker for the diagnosis of neurodegenerative disease. Objective and reliable assessment and precise detection are important for the early diagnosis of neurodegenerative diseases. Artificial intelligence (AI) using brain MRI applied to the study of neurodegenerative diseases could promote early diagnosis and optimal decisions for treatment plans. MRI-based AI software have been developed and studied worldwide. Representatively, there are MRI-based volumetry and segmentation software. In this review, we present the development process of brain volumetry analysis software in neurodegenerative diseases, currently used and developed AI software for neurodegenerative disease in the Republic of Korea, probable uses of AI in the future, and AI software limitations. The Korean Society of Radiology 2022-05 2022-05-25 /pmc/articles/PMC9514516/ /pubmed/36238504 http://dx.doi.org/10.3348/jksr.2022.0048 Text en Copyrights © 2022 The Korean Society of Radiology https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Imaging of Neurodegenerative Diseases: Current Status and Recent Updates
퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재
title 퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재
title_full 퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재
title_fullStr 퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재
title_full_unstemmed 퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재
title_short 퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재
title_sort 퇴행성 뇌질환에서 뇌 자기공명영상 기반 인공지능 소프트웨어 활용의 현재
topic Imaging of Neurodegenerative Diseases: Current Status and Recent Updates
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514516/
https://www.ncbi.nlm.nih.gov/pubmed/36238504
http://dx.doi.org/10.3348/jksr.2022.0048
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