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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...

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Detalles Bibliográficos
Autores principales: Yu, Chaoran, Helwig, Ernest Johann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2021
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.
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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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