This repository contains examples and related resources showing you how to you can use deep learning algorithms from MONAI libries to train models and conduct inference using Amazon SageMaker with Bring Your Own Script (BROS) model.
We demo the capability of using MONAI in Amazon SageMaker to transform, train the images and then annotate the medical images automatically. This repo was adapted from local model of 2 examples from MONAI project, specifically on the 2D classification and 3D segmentation from MONAI tutorials.
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Classification Classification of 2D CT images in DICOM format into COVID-19 infection, Community Acquired Pneumonia and normal conditions.
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Segementation Segmentation of spleen from 3D CT images, which are captured in NIFTI format.
This library is licensed under the MIT-0 License. See the LICENSE file.