Shypd.aiThe largest open index of AI toolsDeepMedic is an open-source AI tool that provides an efficient multi-scale 3D Convolutional Neural Network for segmenting 3D medical scans. It allows for easy creation and training of CNNs to detect and segment structures in biomedical 3D scans.
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DeepMedic is an open-source project offering a powerful system for Deep Learning-based segmentation of structures within biomedical 3D scans. It enables the straightforward creation and training of 3D Convolutional Neural Networks (CNNs) to identify and segment specific structures, provided ground truth labels are available for training. The system is designed to process NIFTI images, making it highly compatible with many biomedical tasks. Key features include support for TensorFlow 2.0.0, logging metrics to Tensorboard, on-the-fly input normalization, and augmentation via affine transforms. It is particularly useful for tasks like brain lesion segmentation in MRI scans and comes with examples and documentation to facilitate installation and use.
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