口腔癌的深度学习 - - 一个系统的审查
Kritsasith Warin1, Siriwan Suebnukarn2
1Faculty of Dentistry, Thammasat University, Pathum Thani, Thailand. warin@tu.ac.th.
BMC oral health
|February 10, 2024
概括
深度学习 (DL) 在口腔癌诊断和预后方面显示出重大前景. 本综述强调了DL模型的高精度,有助于对这种危及生命的疾病的临床决策.
科学领域:
- 医学成像分析 医学成像分析
- 计算病理学计算病理学
- 瘤学 信息学 信息学
背景情况:
- 口腔癌对患者的生存和生活质量构成重大威胁.
- 深度学习 (DL) 在口腔癌诊断和预后预测中的应用正在迅速发展.
- 本系统性审查综合了当前关于口腔癌中DL的研究.
结论:
- 口腔癌中DL研究的数量正在增长,具有多样化的架构.
- 有前途的DL性能表明,有可能提高口腔癌管理中的临床决策.
- 进一步的研究可以完善DL应用程序,以改善口腔瘤学患者的治疗结果.
相关概念视频
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Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
02:07Tumor Progression
Tumor progression is a phenomenon where the pre-formed tumor acquires successive mutations to become clinically more aggressive and malignant. In the 1950s, Foulds first described the stepwise progression of cancer cells through successive stages.
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
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