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Updated: May 12, 2026

Morphology-Based Distinction Between Healthy and Pathological Cells Utilizing Fourier Transforms and Self-Organizing Maps
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使用监督和深度学习在清细胞肉瘤和黑色素瘤之间进行组织学区分

Jakob M T Moran1, Ivan Chebib1, Mark Sabbagh1

  • 1Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.

APMIS : acta pathologica, microbiologica, et immunologica Scandinavica
|March 10, 2026
PubMed
概括

机器学习模型使用核特征有效地区分透明细胞肉瘤和黑色素瘤. 这些人工智能分类器显示出高准确度,在分子测试不可用时有助于诊断.

关键词:
分类器分类器是分类器.透明细胞肉瘤是什么?深度学习是一种深度学习.黑色素瘤是一种黑色素瘤.形态测量法 形态测量法 形态测量法核周围区域的核周围区域

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Skin Cancer01:30

Skin Cancer

Skin cancer is a type of cancer that occurs when there is an abnormal growth of skin cells, usually triggered by damage to the DNA within the skin cells. It is primarily caused by exposure to ultraviolet (UV) radiation from the sun or artificial sources like tanning beds. Skin cancer is the most common type of cancer worldwide, and its incidence continues to rise.
Basal Cell Carcinoma (BCC): BCC is the most common type of skin cancer, accounting for about 80% of cases. It typically develops in...