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The role of AI technology in prediction, diagnosis and treatment of colorectal cancer
Artificial intelligence (AI) is a fascinating new technology that incorporates machine learning and neural networks to improve existing technology or create new ones. Potential applications of AI are introduced to aid in the fight against colorectal cancer (CRC). This includes how AI will affect the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255052/ https://www.ncbi.nlm.nih.gov/pubmed/34248245 http://dx.doi.org/10.1007/s10462-021-10034-y |
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author | Yu, Chaoran Helwig, Ernest Johann |
author_facet | Yu, Chaoran Helwig, Ernest Johann |
author_sort | Yu, Chaoran |
collection | PubMed |
description | Artificial intelligence (AI) is a fascinating new technology that incorporates machine learning and neural networks to improve existing technology or create new ones. Potential applications of AI are introduced to aid in the fight against colorectal cancer (CRC). This includes how AI will affect the epidemiology of colorectal cancer and the new methods of mass information gathering like GeoAI, digital epidemiology and real-time information collection. Meanwhile, this review also examines existing tools for diagnosing disease like CT/MRI, endoscopes, genetics, and pathological assessments also benefitted greatly from implementation of deep learning. Finally, how treatment and treatment approaches to CRC can be enhanced when applying AI is under discussion. The power of AI regarding the therapeutic recommendation in colorectal cancer demonstrates much promise in clinical and translational field of oncology, which means better and personalized treatments for those in need. |
format | Online Article Text |
id | pubmed-8255052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-82550522021-07-06 The role of AI technology in prediction, diagnosis and treatment of colorectal cancer Yu, Chaoran Helwig, Ernest Johann Artif Intell Rev Article Artificial intelligence (AI) is a fascinating new technology that incorporates machine learning and neural networks to improve existing technology or create new ones. Potential applications of AI are introduced to aid in the fight against colorectal cancer (CRC). This includes how AI will affect the epidemiology of colorectal cancer and the new methods of mass information gathering like GeoAI, digital epidemiology and real-time information collection. Meanwhile, this review also examines existing tools for diagnosing disease like CT/MRI, endoscopes, genetics, and pathological assessments also benefitted greatly from implementation of deep learning. Finally, how treatment and treatment approaches to CRC can be enhanced when applying AI is under discussion. The power of AI regarding the therapeutic recommendation in colorectal cancer demonstrates much promise in clinical and translational field of oncology, which means better and personalized treatments for those in need. Springer Netherlands 2021-07-04 2022 /pmc/articles/PMC8255052/ /pubmed/34248245 http://dx.doi.org/10.1007/s10462-021-10034-y Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Yu, Chaoran Helwig, Ernest Johann The role of AI technology in prediction, diagnosis and treatment of colorectal cancer |
title | The role of AI technology in prediction, diagnosis and treatment of colorectal cancer |
title_full | The role of AI technology in prediction, diagnosis and treatment of colorectal cancer |
title_fullStr | The role of AI technology in prediction, diagnosis and treatment of colorectal cancer |
title_full_unstemmed | The role of AI technology in prediction, diagnosis and treatment of colorectal cancer |
title_short | The role of AI technology in prediction, diagnosis and treatment of colorectal cancer |
title_sort | role of ai technology in prediction, diagnosis and treatment of colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255052/ https://www.ncbi.nlm.nih.gov/pubmed/34248245 http://dx.doi.org/10.1007/s10462-021-10034-y |
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