Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions

Author:

Barros Luana,Chaves Levy,Avila Sandra

Publisher

Springer Nature Switzerland

Reference36 articles.

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2. AIM at Melanoma Foundation. What is acral lentiginous melanoma? https://www.aimatmelanoma.org/melanoma-101/types-of-melanoma/cutaneous-melanoma/acral-lentiginous-melanoma/

3. Memorial Sloan Kettering Cancer Center. Types of melanoma (2022). https://www.mskcc.org/cancer-care/types/melanoma/types-melanoma

4. Caetano, Y.A., Quinteiro Ribeiro, A.M., da Silva Albernaz, B.R., de Paula Eleutério, I., Fleury Fróes, L.F.: Melanoma acral-estudo clínico e epidemiológico. Surgical & Cosmetic Dermatology (2020)

5. Rabin, R.C.: Dermatology has a problem with skin color (2020). https://www-nytimes-com.cdn.ampproject.org/c/s/www.nytimes.com/2020/08/30/health/skin-diseases-black-hispanic.amp.html

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1. Even small correlation and diversity shifts pose dataset-bias issues;Pattern Recognition Letters;2024-03

2. The Smart deep learning based Model for Early Detection and Diagnosis of Melanoma;2024 International Conference on Integrated Circuits and Communication Systems (ICICACS);2024-02-23

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