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09/05/2023
Causal Scoring Medical Image Explanations: A Case Study On Ex-vivo Kidney Stone Images
On the promise that if human users know the cause of an output, it would...
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09/04/2023
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation
This contribution presents a deep learning method for the segmentation o...
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08/09/2023
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores
This study focuses on comparing deep learning methods for the segmentati...
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04/08/2023
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations
Identifying the type of kidney stones can allow urologists to determine ...
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07/08/2022
MACFE: A Meta-learning and Causality Based Feature Engineering Framework
Feature engineering has become one of the most important steps to improv...
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06/04/2022
Guided Deep Metric Learning
Deep Metric Learning (DML) methods have been proven relevant for visual ...
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06/01/2022
Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images
Identifying the type of kidney stones can allow urologists to determine ...
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05/31/2022
Comparing feature fusion strategies for Deep Learning-based kidney stone identification
This contribution presents a deep-learning method for extracting and fus...
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01/21/2022
