This repository demonstrates the utilization of UNETR for brain tumor segmentation.
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Feb 23, 2024 - Python
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unetr-segmentation
Here are 9 public repositories matching this topic...
Modified OHIF Viewer with an extension for call an API who perform AI and create RTStruct for DICOMS instances
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Mar 9, 2025 - TypeScript
Multiclass Image Segmentation on Human Face Segmentation in TensorFlow
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Feb 2, 2024 - Python
API for apply AI model on DICOMS files with a dicom web server (orthanc for demo)
python windows api flask ubuntu docker-compose macosx brain ohif-viewer metastases unetr-segmentation
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Mar 9, 2025 - Jupyter Notebook
Human Hair Segmentation using the UNETR (U-Net Transformers) in TensorFlow
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Feb 2, 2024 - Python
From-scratch PyTorch implementation of a 2D variant of the UNETR (U-Net with Transformers) architecture for medical image segmentation.
python transformers image-segmentation medical-image-segmentation unet-pytorch unet-image-segmentation unetr-segmentation
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Dec 10, 2024 - Python
Implemented research paper on UNETR on a custom multi-class dataset, built modular pipelines, served the model as REST API, developed the backend on Django REST Framework, deployed on AWS, developed frontend on Next.Js, deployed on Vercel. Implemented MLOps and DevOps.
python docker aws devops machine-learning ubuntu tensorflow nextjs django-rest-framework ci-cd image-segmentation onnx mlops github-actions dvc-pipeline unetr-segmentation
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May 20, 2024 - Jupyter Notebook
Custom deep learning model for 3D medical image segmentation, enhancing the UNETR architecture with lightweight attention gates on its skip connections. This proof-of-concept aimed to improve how the model combines features from different resolution levels. Experiments on MRI scans suggest this could be effective with larger training setups.
deep-learning image-processing attention-mechanism attention-is-all-you-need unet-image-segmentation segmentation-models vision-transformer segmentation-models-pytorch unetr unetr-segmentation
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Sep 15, 2025 - Python
GUNETR_pplus: Gradient enhanced UNETR_pplus with tumor segmentation
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Jul 3, 2024 - Python
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