The role of deep learning in diagnosing colorectal cancer
Colon cancer is a major public health issue, affecting a growing number of individuals worldwide. Proper and early diagnosis of colon cancer is the necessary first step toward effective treatment and/or prevention of future disease relapse. Artificial intelligence and its subtypes, deep learning in...
| Main Authors: | , , , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Termedia Publishing House
2023-07-01
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| Series: | Gastroenterology Review |
| Subjects: | |
| Online Access: | https://www.termedia.pl/The-role-of-deep-learning-in-diagnosing-colorectal-cancer,41,51103,1,1.html |
| _version_ | 1797450194261901312 |
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| author | Dimitrios Bousis Georgios-Ioannis Verras Konstantinos Bouchagier Andreas Antzoulas Ioannis Panagiotopoulos Anastasia Katinioti Dimitrios Kehagias Charalampos Kaplanis Konstantinos Kotis Christos-Nikolaos Anagnostopoulos Francesk Mulita |
| author_facet | Dimitrios Bousis Georgios-Ioannis Verras Konstantinos Bouchagier Andreas Antzoulas Ioannis Panagiotopoulos Anastasia Katinioti Dimitrios Kehagias Charalampos Kaplanis Konstantinos Kotis Christos-Nikolaos Anagnostopoulos Francesk Mulita |
| author_sort | Dimitrios Bousis |
| collection | DOAJ |
| description | Colon cancer is a major public health issue, affecting a growing number of individuals worldwide. Proper and early diagnosis of colon cancer is the necessary first step toward effective treatment and/or prevention of future disease relapse. Artificial intelligence and its subtypes, deep learning in particular, tend nowadays to have an expanding role in all fields of medicine, and diagnosing colon cancer is no exception. This report aims to summarize the entire application spectrum of deep learning in all diagnostic tests regarding colon cancer, from endoscopy and histologic examination to medical imaging and screening serologic tests. |
| first_indexed | 2024-03-09T14:36:06Z |
| format | Article |
| id | doaj.art-df4d4b3e82454d6c8171ad3b6bb5eeef |
| institution | Directory Open Access Journal |
| issn | 1895-5770 1897-4317 |
| language | English |
| last_indexed | 2024-03-09T14:36:06Z |
| publishDate | 2023-07-01 |
| publisher | Termedia Publishing House |
| record_format | Article |
| series | Gastroenterology Review |
| spelling | doaj.art-df4d4b3e82454d6c8171ad3b6bb5eeef2023-11-27T12:40:01ZengTermedia Publishing HouseGastroenterology Review1895-57701897-43172023-07-0118326627310.5114/pg.2023.12949451103The role of deep learning in diagnosing colorectal cancerDimitrios BousisGeorgios-Ioannis VerrasKonstantinos BouchagierAndreas AntzoulasIoannis PanagiotopoulosAnastasia KatiniotiDimitrios KehagiasCharalampos KaplanisKonstantinos KotisChristos-Nikolaos AnagnostopoulosFrancesk MulitaColon cancer is a major public health issue, affecting a growing number of individuals worldwide. Proper and early diagnosis of colon cancer is the necessary first step toward effective treatment and/or prevention of future disease relapse. Artificial intelligence and its subtypes, deep learning in particular, tend nowadays to have an expanding role in all fields of medicine, and diagnosing colon cancer is no exception. This report aims to summarize the entire application spectrum of deep learning in all diagnostic tests regarding colon cancer, from endoscopy and histologic examination to medical imaging and screening serologic tests.https://www.termedia.pl/The-role-of-deep-learning-in-diagnosing-colorectal-cancer,41,51103,1,1.htmlmedical imaging deep learning endoscopy artificial intelligence histologic examination colorectal cancer. |
| spellingShingle | Dimitrios Bousis Georgios-Ioannis Verras Konstantinos Bouchagier Andreas Antzoulas Ioannis Panagiotopoulos Anastasia Katinioti Dimitrios Kehagias Charalampos Kaplanis Konstantinos Kotis Christos-Nikolaos Anagnostopoulos Francesk Mulita The role of deep learning in diagnosing colorectal cancer Gastroenterology Review medical imaging deep learning endoscopy artificial intelligence histologic examination colorectal cancer. |
| title | The role of deep learning in diagnosing colorectal cancer |
| title_full | The role of deep learning in diagnosing colorectal cancer |
| title_fullStr | The role of deep learning in diagnosing colorectal cancer |
| title_full_unstemmed | The role of deep learning in diagnosing colorectal cancer |
| title_short | The role of deep learning in diagnosing colorectal cancer |
| title_sort | role of deep learning in diagnosing colorectal cancer |
| topic | medical imaging deep learning endoscopy artificial intelligence histologic examination colorectal cancer. |
| url | https://www.termedia.pl/The-role-of-deep-learning-in-diagnosing-colorectal-cancer,41,51103,1,1.html |
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