Lourdes Lopez-Duran

Av. Reina Mercedes S/n
Sevilla, AN 41012, Spain

Last Updated: 09/26/2026

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Found 9 publications

Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI.

Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI.

Journal: Computers in biology and medicine

Published: November 23, 2024

Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks.

Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks.

Journal: IEEE journal of biomedical and health informatics

Published: September 20, 2024

Prediction of melanoma Breslow thickness using deep transfer learning algorithms.

Prediction of melanoma Breslow thickness using deep transfer learning algorithms.

Journal: Clinical and experimental dermatology

Published: March 10, 2023

A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer.

A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer.

Journal: Computers in biology and medicine

Published: November 30, 2022

Data-driven color augmentation for H&E stained images in computational pathology.

Data-driven color augmentation for H&E stained images in computational pathology.

Journal: Journal of pathology informatics

Published: October 11, 2022

A systematic comparison of deep learning methods for Gleason grading and scoring.

A systematic comparison of deep learning methods for Gleason grading and scoring.

Journal: Medical image analysis

Published: May 10, 2022

Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.

Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems.

Journal: Computers in biology and medicine

Published: April 04, 2021

Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification.

Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification.

Journal: Sensors (Basel, Switzerland)

Published: March 11, 2021

Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model's Complexity on Its Processing Speed.

Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model's Complexity on Its Processing Speed.

Journal: Sensors (Basel, Switzerland)

Published: January 13, 2021

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Last Updated: 09/26/2026