Meinrad Beer

Orcid: 0000-0001-7523-1979

According to our database1, Meinrad Beer authored at least 7 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Abstract: Self-supervised Pre-training for Dealing with Small Datasets in Deep Learning for Medical Imaging - Evaluation of Contrastive and Masked Autoencoder Methods.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Abstract: Interpretable Medical Image Classification Using Prototype Learning and Privileged Information.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023
Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images.
Frontiers Artif. Intell., February, 2023

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.
CoRR, 2023

Interpretable Medical Image Classification Using Prototype Learning and Privileged Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2021
Improving COVID-19 CXR Detection with Synthetic Data Augmentation.
CoRR, 2021

2019
Potential role of CT-textural features for differentiation between viral interstitial pneumonias, pneumocystis jirovecii pneumonia and diffuse alveolar hemorrhage in early stages of disease: a proof of principle.
BMC Medical Imaging, 2019


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