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Videos de Conceptos Relacionados

Skin Cancer01:30

Skin Cancer

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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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Combining Reflectance Confocal Microscopy with Optical Coherence Tomography for Noninvasive Diagnosis of Skin Cancers via Image Acquisition
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Marco de aprendizaje profundo multimodal de conjunto para la detección de cáncer de piel

Mayar Ashraf Saeed1, Yasmine M Afify2, Nagwa Lotfy Badr2

  • 1Bioinformatics, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, 11566, Egypt. mayar_ashraf@cis.asu.edu.eg.

Scientific reports
|December 30, 2025
PubMed
Resumen

Este estudio mejora la detección del cáncer de piel utilizando aprendizaje profundo y aprendizaje de transferencia. Un modelo de conjunto que combina redes preentrenadas y metadatos logró una alta precisión, mejorando el diagnóstico dermatológico.

Palabras clave:
CNNAprendizaje de conjuntoConjunto de datos ISICSMOTEClasificación de lesiones cutáneasAprendizaje de transferencia

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