Vanesa Gómez-Martínez

According to our database, Vanesa Gómez-Martínez authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Transfer learning for a tabular-to-image approach: A case study for cardiovascular disease prediction.

Francisco J. Lara-Abelenda, David Chushig-Muzo, Pablo Peiro-Corbacho, Vanesa Gómez-Martínez, Ana M. Wägner, Conceição Granja, Cristina Soguero-Ruíz

J. Biomed. Informatics, 2025

2024

LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks.

Vanesa Gómez-Martínez, Francisco J. Lara-Abelenda, Pablo Peiro-Corbacho, David Chushig-Muzo, Conceição Granja, Cristina Soguero-Ruíz

CoRR, 2024

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

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

BioData Min., 2024

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

David Chushig-Muzo, Hugo Calero-Díaz, Francisco J. Lara-Abelenda, Vanesa Gómez-Martínez, Conceição Granja, Cristina Soguero-Ruíz

IEEE Access, 2024