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Mauricio Reyes

University of Bern

279

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8769

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Self-Supervised Generalized Zero Shot Learning for Medical Image Classification Using Novel Interpretable Saliency Maps

2022 IEEE Transactions on Medical Imaging
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Interpretability-Guided Inductive Bias For Deep Learning Based Medical Image

2022 Medical Image Analysis
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Dual-stream pyramid registration network.

2022 Medical Image Anal.
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Simultaneous lesion and brain segmentation in multiple sclerosis using deep neural networks.

2021 Scientific Reports
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Predicting Infarct Core From Computed Tomography Perfusion in Acute Ischemia With Machine Learning: Lessons From the ISLES Challenge.

2021 Stroke
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Combining unsupervised and supervised learning for predicting the final stroke lesion.

2021 Medical Image Analysis
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Deep Learning-based Type Identification of Volumetric MRI Sequences

2021 arXiv: Image and Video Processing
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Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation.

2021 IEEE Transactions on Medical Imaging
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Improving data-driven model-independent reconstructions and updated constraints on dark energy models from Horndeski cosmology

2021 Journal of Cosmology and Astroparticle Physics
- Mauricio Reyes
- Celia Escamilla-Rivera
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Common limitations of performance metrics in biomedical image analysis

2021
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