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Meinrad Beer

Less is More: Selective Reduction of CT Data for Self-Supervised Pre-Training of Deep Learning Models with Contrastive Learning Improves Downstream Classification Performance

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Oct 18, 2024
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Evaluating the Explainability of Attributes and Prototypes for a Medical Classification Model

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Apr 15, 2024
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Interpretable Medical Image Classification using Prototype Learning and Privileged Information

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Oct 24, 2023
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Dealing with Small Datasets for Deep Learning in Medical Imaging: An Evaluation of Self-Supervised Pre-Training on CT Scans Comparing Contrastive and Masked Autoencoder Methods for Convolutional Models

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Aug 24, 2023
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Improving COVID-19 CXR Detection with Synthetic Data Augmentation

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Dec 14, 2021
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