Diagnostic Image Analysis Group
- 190 followers
- Radboud University Medical Center, Nijmegen, The Netherlands
- http://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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neural-odes-segmentation
neural-odes-segmentation PublicNeural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands
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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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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
- rse-grand-challenge Public
A platform for end-to-end development of machine learning solutions in biomedical imaging
DIAGNijmegen/rse-grand-challenge’s past year of commit activity - rse-cirrus-benchmark-suite Public
A small playwright-based CIRRUS benchmark suite, meant to detect speedups or slowdowns.
DIAGNijmegen/rse-cirrus-benchmark-suite’s past year of commit activity - oncology-uls-plus Public
Code for the paper "ULS+: Data-driven Model Adaptation Enhances Lesion Segmentation"
DIAGNijmegen/oncology-uls-plus’s past year of commit activity - llm_extractinator Public
This project enables the efficient extraction of structured data from unstructured text using large language models (LLMs). It provides a flexible configuration system and supports a variety of tasks.
DIAGNijmegen/llm_extractinator’s past year of commit activity - rse-grand-challenge-dicom-de-identifier Public
A Python package that de-identifies a (set of) DICOM files using a preset procedure
DIAGNijmegen/rse-grand-challenge-dicom-de-identifier’s past year of commit activity
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