Amalia Serrano

According to our database, Amalia Serrano authored at least 5 papers between 2019 and 2025.

Collaborative distances:

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

2025

Skin Lesion Prioritization: How AI Systems Fail When Tested Using Real-Scenario Databases.

Paula Vázquez, Iván Matas, Carmen Serrano, Lara Ferrándiz, David Moreno, Amalia Serrano, Teresa Ojeda, Begoña Acha

Proceedings of the 25th IEEE International Conference on Bioinformatics and Bioengineering, 2025

2024

AI-Driven Skin Cancer Diagnosis: Grad-CAM and Expert Annotations for Enhanced Interpretability.

Iván Matas, Carmen Serrano, Francisca Silva, Amalia Serrano, Tomás Toledo-Pastrana, Begoña Acha

CoRR, 2024

Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools.

Francisca Silva-Clavería, Carmen Serrano, Iván Matas, Amalia Serrano, Tomás Toledo-Pastrana, David Moreno-Ramírez, Begoña Acha

CoRR, 2024

2022

Clinically Inspired Skin Lesion Classification through the Detection of Dermoscopic Criteria for Basal Cell Carcinoma.

Carmen Serrano, Manuel Lazo, Amalia Serrano, Tomás Toledo-Pastrana, Rubén Barros-Tornay, Begoña Acha

J. Imaging, 2022

2019

Statistical Detection of Colors in Dermoscopic Images With a Texton-Based Estimation of Probabilities.

Aurora Sáez, Begoña Acha, Amalia Serrano, Carmen Serrano

IEEE J. Biomed. Health Informatics, 2019