Arne Schmidt

Orcid: 0000-0001-5823-0050

Affiliations:
  • University of Granada, Spain


According to our database1, Arne Schmidt authored at least 8 papers between 2021 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images.
Pattern Recognit., February, 2024

2023
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning.
CoRR, 2023

Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection.
Comput. Methods Programs Biomed., 2022

Proportion constrained weakly supervised histopathology image classification.
Comput. Biol. Medicine, 2022

Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning.
IEEE Access, 2022

The Devil is in the Details: Whole Slide Image Acquisition and Processing for Artifacts Detection, Color Variation, and Data Augmentation: A Review.
IEEE Access, 2022

2021
Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021


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