Výsledky vyhledávání - "Vanesa Gómez-Martínez"

Akademický článek

Ensemble feature selection and tabular data augmentation with generative adversarial networks to enhance cutaneous melanoma identification and interpretability

Autor: Vanesa Gómez-Martínez, David Chushig-Muzo, Marit B. Veierød, Conceição Granja, Cristina Soguero-Ruiz

Publikováno v: BioData Mining, Vol 17, Iss 1, Pp 1-30 (2024)

Abstract Background Cutaneous melanoma is the most aggressive form of skin cancer, responsible for most skin cancer-related deaths. Recent advances in artificial intelligence, jointly with the availability of public dermoscopy image datasets, have al

Externí odkaz: https://doaj.org/article/50c8a3a4ed4c4155a53a138f8c5dda42

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Akademický článek

Interpretable Data-Driven Approach Based on Feature Selection Methods and GAN-Based Models for Cardiovascular Risk Prediction in Diabetic Patients

Autor: David Chushig-Muzo, Hugo Calero-Diaz, Francisco J. Lara-Abelenda, Vanesa Gomez-Martinez, Conceicao Granja, Cristina Soguero-Ruiz

Publikováno v: IEEE Access, Vol 12, Pp 84292-84305 (2024)

Noncommunicable diseases (NCDs) are the leading cause of morbidity and mortality worldwide. Cardiovascular diseases (CVDs) and diabetes are the most prevalent NCDs, causing 1.9 and 1.5 million deaths yearly. Individuals diagnosed with type 1 diabetes

Externí odkaz: https://doaj.org/article/42d884569fd94a18bfbfa53524e55c16

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