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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
China Medical University
2020
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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. |
format | Online Article Text |
id | pubmed-7721470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | China Medical University |
record_format | MEDLINE/PubMed |
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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