Research on an Explainable Artificial Intelligence Framework of  Interpretable and Robust Skin Lesion Classification with Deep  Learning Review

Rahul Agnihotri, Dr.  Abhay Shukla

Research on an Explainable Artificial Intelligence Framework of Interpretable and Robust Skin Lesion Classification with Deep Learning Review

Authors

Rahul Agnihotri, Dr. Abhay Shukla

Keywords:

Explainable artificial intelligence, skin lesion classification, deep learning, interpretability, robustness, dermoscopic image analysis, medical image diagnosis

Abstract

Skin cancer, in particular, melanoma is animportant international problem since it is ranked among the most morbid and fatal diseases particularly when the diseaseis diagnosed in its advanced stages. Over the past years,deep learning (DL) models have shown impressive results

References

A Hauser, Katja, Alexander Kurz, Sarah Haggenmueller, Roman C. Maron, et al. "Explainable Artificial Intelligence in Skin Cancer Recognition: A Systematic Review." International Journal of Cancer 151, no. 6 (2022): 793 812. https://doi.org/10.1002/ijc.33909. ISSN: 0020-7136.

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Published

2024-12-20

How to Cite

Rahul Agnihotri, Dr. Abhay Shukla. (2024). Research on an Explainable Artificial Intelligence Framework of Interpretable and Robust Skin Lesion Classification with Deep Learning Review . Journal of Computational Analysis and Applications (JoCAAA), 33(08), 8581–8588. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/5358