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Home · Changes

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JJ: update authored Nov 17, 2020 by jenia jitsev's avatar jenia jitsev
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......@@ -38,7 +38,7 @@ Following directions are currently envisaged, please feel free to add more:
* Uncertainty estimation and signaling
* Methods for validation of diagnostics and explainable output
* Learning from high resolution images, multi-scale architectures (> 512x512)
* Learning from Multi-Modal datasets (e.g, 2D X-Ray, Ultrasound Images, 3D CT scans)
* Learning from multiple modalities (e.g, 2D X-Ray, 3D CT scans, Ultrasound imaging, sound recordings)
* Neural Architecture Search for obtaining highly optimized architecture backbones
- Transfer across different hardware architectures (e.g, ultra-low power mobile end devices)
* Data collection, preparation, maintenance (Collaborators: JSC (linking to Juelich Datasets Initiative), DKRZ)
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