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提供前列腺癌检测和预防方法,使用开发的深度学习方法

Alireza Zarei1, Elias Mazrooei Rad2, Shahryar Salmani Bajestani3

  • 1Department of Engineering, Faculty of Biomedical Engineering, Apadana Institute of Higher Education, Shiraz, Iran.

Prostate cancer
|May 16, 2025
PubMed
概括

这项研究引入了一种新的深度学习模型,用于从组织病理学图像中准确诊断前列腺癌,达到高达97.41%的准确性. 这项研究还确定了导致前列腺癌呈现的关键因素.

关键词:
深度学习是一种深度学习.多元学习学习多元学习医疗图像处理 医疗图像处理前列腺癌检测检测前列腺癌检测前列腺癌预防 预防 前列腺癌

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Cancer Prevention02:59

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Several factors can increase the risk of cancer in an individual. About 50% of cancer cases can be prevented by adopting a healthy lifestyle, regular exercise, eating healthy, and following a modest cancer prevention diet. Epidemiological studies have consistently shown that populations with vegetable and fruit-rich diets have reduced the incidence of cancer. On the other hand, populations who have a diet rich in animal fat, red meat, junk food, or high calories are predisposed to cancer.
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