The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review
Artificial intelligence (AI) and image processing are revolutionising the diagnosis and management of liver cancer. Recent advancements showcase AI’s ability to analyse medical imaging data, like computed tomography scans and magnetic resonance imaging, accurately detecting and classifying liver can...
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| Main Authors: | , , , , , , , , , |
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| Format: | Article |
| Language: | English |
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Termedia Publishing House
2024-09-01
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| Series: | Gastroenterology Review |
| Subjects: | |
| Online Access: | https://www.termedia.pl/The-role-of-artificial-intelligence-and-image-processing-in-the-diagnosis-treatment-and-prognosis-of-liver-cancer-a-narrative-review,41,54809,1,1.html |
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| _version_ | 1832584727185326080 |
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| author | Platon Dimopoulos Admir Mulita Andreas Antzoulas Sylvain Bodard Vasileios Leivaditis Ioanna Akrida Nikolaos Benetatos Konstantinos Katsanos Christos-Nikolaos Anagnostopoulos Francesk Mulita |
| author_facet | Platon Dimopoulos Admir Mulita Andreas Antzoulas Sylvain Bodard Vasileios Leivaditis Ioanna Akrida Nikolaos Benetatos Konstantinos Katsanos Christos-Nikolaos Anagnostopoulos Francesk Mulita |
| author_sort | Platon Dimopoulos |
| collection | DOAJ |
| description | Artificial intelligence (AI) and image processing are revolutionising the diagnosis and management of liver cancer. Recent advancements showcase AI’s ability to analyse medical imaging data, like computed tomography scans and magnetic resonance imaging, accurately detecting and classifying liver cancer lesions for early intervention. Predictive models aid prognosis estimation and recurrence pattern identification, facilitating personalised treatment planning. Image processing techniques enhance data analysis by precise segmentation of liver structures, fusion of information from multiple modalities, and feature extraction for informed decision-making. Despite progress, challenges persist, including the need for standardised datasets and regulatory considerations. |
| format | Article |
| id | doaj-art-6c72ea6976664b85bd83b7940adda88d |
| institution | Kabale University |
| issn | 1895-5770 1897-4317 |
| language | English |
| publishDate | 2024-09-01 |
| publisher | Termedia Publishing House |
| record_format | Article |
| series | Gastroenterology Review |
| spelling | doaj-art-6c72ea6976664b85bd83b7940adda88d2025-01-27T11:31:03ZengTermedia Publishing HouseGastroenterology Review1895-57701897-43172024-09-0119322123010.5114/pg.2024.14314754809The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-reviewPlaton DimopoulosAdmir MulitaAndreas AntzoulasSylvain BodardVasileios LeivaditisIoanna AkridaNikolaos BenetatosKonstantinos KatsanosChristos-Nikolaos AnagnostopoulosFrancesk MulitaArtificial intelligence (AI) and image processing are revolutionising the diagnosis and management of liver cancer. Recent advancements showcase AI’s ability to analyse medical imaging data, like computed tomography scans and magnetic resonance imaging, accurately detecting and classifying liver cancer lesions for early intervention. Predictive models aid prognosis estimation and recurrence pattern identification, facilitating personalised treatment planning. Image processing techniques enhance data analysis by precise segmentation of liver structures, fusion of information from multiple modalities, and feature extraction for informed decision-making. Despite progress, challenges persist, including the need for standardised datasets and regulatory considerations.https://www.termedia.pl/The-role-of-artificial-intelligence-and-image-processing-in-the-diagnosis-treatment-and-prognosis-of-liver-cancer-a-narrative-review,41,54809,1,1.htmlliver cancer hepatocellular carcinoma image processing artificial intelligence machine learning medical application |
| spellingShingle | Platon Dimopoulos Admir Mulita Andreas Antzoulas Sylvain Bodard Vasileios Leivaditis Ioanna Akrida Nikolaos Benetatos Konstantinos Katsanos Christos-Nikolaos Anagnostopoulos Francesk Mulita The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review Gastroenterology Review liver cancer hepatocellular carcinoma image processing artificial intelligence machine learning medical application |
| title | The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review |
| title_full | The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review |
| title_fullStr | The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review |
| title_full_unstemmed | The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review |
| title_short | The role of artificial intelligence and image processing in the diagnosis, treatment, and prognosis of liver cancer: a narrative-review |
| title_sort | role of artificial intelligence and image processing in the diagnosis treatment and prognosis of liver cancer a narrative review |
| topic | liver cancer hepatocellular carcinoma image processing artificial intelligence machine learning medical application |
| url | https://www.termedia.pl/The-role-of-artificial-intelligence-and-image-processing-in-the-diagnosis-treatment-and-prognosis-of-liver-cancer-a-narrative-review,41,54809,1,1.html |
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