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A review on recent advancements in diagnosis and classification of cancers using artificial intelligence

Artificial intelligence has illustrated drastic changes in radiology and medical imaging techniques which in turn led to tremendous changes in screening patterns. In particular, advancements in these techniques led to the development of computer aided detection (CAD) strategy. These approaches provi...

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Detalles Bibliográficos
Autores principales: Ramesh, Priyanka, Karuppasamy, Ramanathan, Veerappapillai, Shanthi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: China Medical University 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721470/
https://www.ncbi.nlm.nih.gov/pubmed/33854922
http://dx.doi.org/10.37796/2211-8039.1012
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author Ramesh, Priyanka
Karuppasamy, Ramanathan
Veerappapillai, Shanthi
author_facet Ramesh, Priyanka
Karuppasamy, Ramanathan
Veerappapillai, Shanthi
author_sort Ramesh, Priyanka
collection PubMed
description Artificial intelligence has illustrated drastic changes in radiology and medical imaging techniques which in turn led to tremendous changes in screening patterns. In particular, advancements in these techniques led to the development of computer aided detection (CAD) strategy. These approaches provided highly accurate diagnostic reports which served as a “second-opinion” to the radiologists. However, with significant advancements in artificial intelligence strategy, the diagnostic and classifying capabilities of CAD system are meeting the levels of radiologists and clinicians. Thus, it shifts the CAD system from second opinion approach to a high utility tool. This article reviews the strategies and algorithms developed using artificial intelligence for the foremost cancer diagnosis and classification which overcomes the challenges in the traditional method. In addition, the possible direction of AI in medical aspects is also discussed in this study.
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spelling pubmed-77214702020-12-08 A review on recent advancements in diagnosis and classification of cancers using artificial intelligence Ramesh, Priyanka Karuppasamy, Ramanathan Veerappapillai, Shanthi Biomedicine (Taipei) Review Article Artificial intelligence has illustrated drastic changes in radiology and medical imaging techniques which in turn led to tremendous changes in screening patterns. In particular, advancements in these techniques led to the development of computer aided detection (CAD) strategy. These approaches provided highly accurate diagnostic reports which served as a “second-opinion” to the radiologists. However, with significant advancements in artificial intelligence strategy, the diagnostic and classifying capabilities of CAD system are meeting the levels of radiologists and clinicians. Thus, it shifts the CAD system from second opinion approach to a high utility tool. This article reviews the strategies and algorithms developed using artificial intelligence for the foremost cancer diagnosis and classification which overcomes the challenges in the traditional method. In addition, the possible direction of AI in medical aspects is also discussed in this study. China Medical University 2020-09-11 /pmc/articles/PMC7721470/ /pubmed/33854922 http://dx.doi.org/10.37796/2211-8039.1012 Text en © the Author(s) This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review Article
Ramesh, Priyanka
Karuppasamy, Ramanathan
Veerappapillai, Shanthi
A review on recent advancements in diagnosis and classification of cancers using artificial intelligence
title A review on recent advancements in diagnosis and classification of cancers using artificial intelligence
title_full A review on recent advancements in diagnosis and classification of cancers using artificial intelligence
title_fullStr A review on recent advancements in diagnosis and classification of cancers using artificial intelligence
title_full_unstemmed A review on recent advancements in diagnosis and classification of cancers using artificial intelligence
title_short A review on recent advancements in diagnosis and classification of cancers using artificial intelligence
title_sort review on recent advancements in diagnosis and classification of cancers using artificial intelligence
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721470/
https://www.ncbi.nlm.nih.gov/pubmed/33854922
http://dx.doi.org/10.37796/2211-8039.1012
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