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Updated: May 9, 2025

Combining Reflectance Confocal Microscopy with Optical Coherence Tomography for Noninvasive Diagnosis of Skin Cancers via Image Acquisition
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黑色素瘤皮肤分类使用混合方法 剩余网络视觉变压器用于癌症诊断

Alousseyni Toure1, Ismael Adji Haman1, Samir Benbakreti1

  • 1Department of Specialty, National High School of Telecommunication and ICT, Oran, Algeria.

Journal of clinical ultrasound : JCU
|May 2, 2025
PubMed
概括

这项研究引入了一种混合ResNet50-Vision Transformer模型,用于改进皮肤黑色素瘤分类. 这种深度学习方法实现了95.53%的准确率,为早期癌症检测提供了有价值的工具.

关键词:
在ResNet50中使用ResNet50深度学习是一种深度学习.医疗图像分析分析黑色素瘤是一种皮肤癌.视觉变压器 视觉变压器

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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...
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