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Francisco Lopez-Tiro

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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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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Improving automatic endoscopic stone recognition using a multi-view fusion approach enhanced with two-step transfer learning

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Apr 06, 2023
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Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies

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Nov 05, 2022
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Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning

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Oct 24, 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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On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification

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May 02, 2022
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