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Meidcal Image Segmentation Pytorch Version
flaskflask-applicationclassification-modelunet-image-segmentationpytorch-implementationvnet3dsegmentation-models
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Mar 20, 2024 - Python
Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.
deep-neural-networksdeep-learningmedical-imagingsegmentationdice-scoreskeras-tensorflowsurvival-modelsdice-coefficientbrain-tumor-segmentationunet-3dcnn-segmentationvnet3dsurvival-predictiongliomamri-segmentationdice-lossbrats-datasetaiformedicineunet-architecture
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Jul 24, 2020 - Jupyter Notebook
Prostate MR Image Segmentation 2012
tensorflowmedical-imagingsegmentationimage-segmentationmri-imagesvnetprostatelossvnet3dmiccai-grand-challenge
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Nov 30, 2020 - Python
An image segmentation project using PyTorch to segment the Left Atrium in 3D Late gadolinium enhanced - cardiac MR images of the human heart.
deep-learningpytorchconvolutional-neural-networksimage-segmentationboto3vnetattention-mechanismcardiac-segmentationfocal-lossdice-coefficientvnet3dboundary-losses
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Jul 18, 2021 - Python
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