Diagnostic Image Analysis Group
- 215 followers
- Radboud University Medical Center, Nijmegen, The Netherlands
- https://www.diagnijmegen.nl
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rse-grand-challenge
rse-grand-challenge PublicA platform for end-to-end development of machine learning solutions in biomedical imaging
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pathology-whole-slide-data
pathology-whole-slide-data PublicA package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
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neural-odes-segmentation
neural-odes-segmentation PublicNeural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands
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StreamingCNN
StreamingCNN PublicTo train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory available in current GPUs, this limits the maximum dimensions of …
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pathology-streaming-pipeline
pathology-streaming-pipeline PublicUse streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.
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picai_labels
picai_labels PublicAnnotations for the PI-CAI Challenge: Public Training and Development Dataset
Repositories
- CHIMERA-agent Public
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A platform for end-to-end development of machine learning solutions in biomedical imaging
- multimodal-survival-fusion Public
Benchmarking multimodal fusion strategies for survival prediction in HR-NMIBC.
- chimera-agent-baseline Public
- oncology-RCC-AID-codebase Public
- rse-cirrus-benchmark-suite Public
A small playwright-based CIRRUS benchmark suite, meant to detect speedups or slowdowns.
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