Comments (7)
luofeel
commented on August 10, 2024
1
我这里单做肺部裁剪 得到的效果也不是特别理想 不清楚是不是中间产生什么错误还是必须添加aspp
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Alagirl
commented on August 10, 2024
求解答
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cshwhale
commented on August 10, 2024
请问你decoder部分用的是什么？demo里提供的decoder比较简单，不同任务建议用pretrain+合适的decoder，我当时做肝脏参考了ASPP。
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Alagirl
commented on August 10, 2024
我是直接转置卷积上采样,因为我看论文里第一阶段就是直接上采样吧,得到ROI再做ASPP的
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joechenrh
commented on August 10, 2024
请问你decoder部分用的是什么？demo里提供的decoder比较简单，不同任务建议用pretrain+合适的decoder，我当时做肝脏参考了ASPP。
请问是在ASPP后接上采样吗？
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urmagicsmine
commented on August 10, 2024
I have the same problem. I trained the LIDC-IDRI segmentation dataset with the MedicalNet pretrained model(resnet 18), and got a dice score lower than traning from scratch(54.8 vs 74.0). Any suggestions?
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MDAooo
commented on August 10, 2024
Hi @urmagicsmine @joechenrh @luofeel @Alagirl @cshwhale
For liver/liver tumor segmentation, probably you can try this post: https://github.com/MrGiovanni/ModelsGenesis/tree/master/competition
They also used a pre-trained 3D model and seemed to outperform training nnU-Net from scratch in liver/liver tumor.
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Related Issues (20)
- How to get the 3D visualization? HOT 1
- pretrain code
- same for network pretrain code
- What's the input resolution for the pretrained model
- The dataset list of 23 datasets for the pre-trained model HOT 1
- Landmark detection in 3D point clouds
- Starting experiments with MedicalNet; question one: what are parameters --input_D, --input_H, --input_W? HOT 2
- Sharing models through Hugging Face Hub
- Cannot load checkpoints
- on which datasets the models are pretrained ? HOT 1
- Is there any classification code ?
- Contribution to the Open Source Hugging Face community.
- resent 50pth HOT 2
- SRS
- If I want to transfer to my own dataset, do I have to preprocess my data in the same way as you mentioned in your paper?
- Pre-trained models' results
- Project dependencies may have API risk issues
- Classification code with modification of train.py and datasets/brains18.py HOT 17
- Query: Can this be used to identify Chronic Kidney Diseases with Ultrasound scans?
- How to get the pretrained model
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