TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
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Library for multiscale visualization of high-resolution multiplexed bioimaging data on the web. Directly renders Zarr and OME-TIFF.
- hubmap
- imaging
- openmicroscopy
- ome-tiff
Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. The name Kaapana comes from the Hawaiian word kaʻāpana, meaning "distributor" or "part".
- imaging
- ai
- cloud-computing
- medical-imaging
Automated 3D cell detection in very large images
- microscopy
- cell-detection
- deep-learning
- image-analysis