Application of artificial intelligence in cancer research and clinical practice
The rapid development of artificial intelligence (AI) has brought new opportunities for cancer prevention and control. This review give a brief overview of the origin and basic elements of AI. Then it comprehensively carded the application of AI systems in the field of cancer, reviewed the important...
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| Format: | Article |
| Language: | zho |
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Institute of Basic Medical Sciences and Peking Union Medical College Hospital, Chinese Academy of Medical Sciences / Peking Union Medical College.
2022-11-01
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| Series: | Jichu yixue yu linchuang |
| Subjects: | |
| Online Access: | http://journal11.magtechjournal.com/Jwk_jcyxylc/fileup/1001-6325/PDF/1001-6325-2022-42-11-1637.pdf |
| _version_ | 1797365874349309952 |
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| author | CHEN Ming-yang, CAI Zi-ting, XUE Peng, JIANG Yu, QIAO You-lin |
| author_facet | CHEN Ming-yang, CAI Zi-ting, XUE Peng, JIANG Yu, QIAO You-lin |
| author_sort | CHEN Ming-yang, CAI Zi-ting, XUE Peng, JIANG Yu, QIAO You-lin |
| collection | DOAJ |
| description | The rapid development of artificial intelligence (AI) has brought new opportunities for cancer prevention and control. This review give a brief overview of the origin and basic elements of AI. Then it comprehensively carded the application of AI systems in the field of cancer, reviewed the important research progress of AI in several major types of cancer around image-based cancer screening and diagnosis. Finally, this review summarized the challenges in algorithm, implementation and ethics and future development as well as more ideas for the application of AI technology in the oncological research. |
| first_indexed | 2024-03-08T16:55:10Z |
| format | Article |
| id | doaj.art-a9259f29782e499e866dac37405e014d |
| institution | Directory Open Access Journal |
| issn | 1001-6325 |
| language | zho |
| last_indexed | 2024-03-08T16:55:10Z |
| publishDate | 2022-11-01 |
| publisher | Institute of Basic Medical Sciences and Peking Union Medical College Hospital, Chinese Academy of Medical Sciences / Peking Union Medical College. |
| record_format | Article |
| series | Jichu yixue yu linchuang |
| spelling | doaj.art-a9259f29782e499e866dac37405e014d2024-01-05T02:36:38ZzhoInstitute of Basic Medical Sciences and Peking Union Medical College Hospital, Chinese Academy of Medical Sciences / Peking Union Medical College.Jichu yixue yu linchuang1001-63252022-11-0142111637164310.16352/j.issn.1001-6325.2022.11.1637Application of artificial intelligence in cancer research and clinical practiceCHEN Ming-yang, CAI Zi-ting, XUE Peng, JIANG Yu, QIAO You-lin0School of Population Medicine and Public Health, Peking Union Medical College, Beijing 100005, ChinaThe rapid development of artificial intelligence (AI) has brought new opportunities for cancer prevention and control. This review give a brief overview of the origin and basic elements of AI. Then it comprehensively carded the application of AI systems in the field of cancer, reviewed the important research progress of AI in several major types of cancer around image-based cancer screening and diagnosis. Finally, this review summarized the challenges in algorithm, implementation and ethics and future development as well as more ideas for the application of AI technology in the oncological research.http://journal11.magtechjournal.com/Jwk_jcyxylc/fileup/1001-6325/PDF/1001-6325-2022-42-11-1637.pdfartificial intelligence (ai)|cancer prevention and control|machine learning (ml)|deep learning (dl) |
| spellingShingle | CHEN Ming-yang, CAI Zi-ting, XUE Peng, JIANG Yu, QIAO You-lin Application of artificial intelligence in cancer research and clinical practice Jichu yixue yu linchuang artificial intelligence (ai)|cancer prevention and control|machine learning (ml)|deep learning (dl) |
| title | Application of artificial intelligence in cancer research and clinical practice |
| title_full | Application of artificial intelligence in cancer research and clinical practice |
| title_fullStr | Application of artificial intelligence in cancer research and clinical practice |
| title_full_unstemmed | Application of artificial intelligence in cancer research and clinical practice |
| title_short | Application of artificial intelligence in cancer research and clinical practice |
| title_sort | application of artificial intelligence in cancer research and clinical practice |
| topic | artificial intelligence (ai)|cancer prevention and control|machine learning (ml)|deep learning (dl) |
| url | http://journal11.magtechjournal.com/Jwk_jcyxylc/fileup/1001-6325/PDF/1001-6325-2022-42-11-1637.pdf |
| work_keys_str_mv | AT chenmingyangcaizitingxuepengjiangyuqiaoyoulin applicationofartificialintelligenceincancerresearchandclinicalpractice |