Tencent/MedicalNet
MedicalNet provides pre-trained 3D-ResNet models and transfer-learning code for 3D medical image analysis.
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This repository implements Med3D, a transfer learning approach for 3D medical image analysis. It aggregates diverse medical imaging datasets across multiple modalities and pathologies to train 3D-ResNet models that can be fine-tuned for downstream tasks. The project includes pre-trained model weights (ResNet-10/18/34/50) trained on 23 datasets, along with training code for tasks such as segmentation and classification on medical images.
Frequently asked
- What is Tencent/MedicalNet?
- MedicalNet provides pre-trained 3D-ResNet models and transfer-learning code for 3D medical image analysis.
- Is MedicalNet open source?
- Yes — Tencent/MedicalNet is an open-source project tracked on heatdrop.
- What language is MedicalNet written in?
- Tencent/MedicalNet is primarily written in Python.
- How popular is MedicalNet?
- Tencent/MedicalNet has 2.2k stars on GitHub.
- Where can I find MedicalNet?
- Tencent/MedicalNet is on GitHub at https://github.com/Tencent/MedicalNet.