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Daniel Flores-Araiza

Causal Scoring Medical Image Explanations: A Case Study On Ex-vivo Kidney Stone Images

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Sep 05, 2023
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FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation

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Sep 04, 2023
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Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores

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Aug 09, 2023
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A metric learning approach for endoscopic kidney stone identification

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Jul 13, 2023
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SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification

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May 18, 2023
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Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations

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Apr 08, 2023
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MACFE: A Meta-learning and Causality Based Feature Engineering Framework

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Jul 08, 2022
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Guided Deep Metric Learning

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Jun 04, 2022
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Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images

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Jun 02, 2022
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Comparing feature fusion strategies for Deep Learning-based kidney stone identification

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May 31, 2022
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