Comments (8)
The fetal ultrasound data are not public. The MR brain data are public from ADNi datasets http://adni.loni.usc.eduprotocols/
For my experiments, they were pre-processed and reorganised in specific directories. This can be done for any other medical data. I will make these data readers more generic and easier to modify in the near future. Meanwhile I will probably upload a pre-trained model and few sample images from the ADNI database that can be used for playing the agents.
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@crypdick I just pushed a pre-trained model on the adni data, as well as 10 subjects from the test unseen data. Let me know if you could not manage to get the code running.
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Same issue with AutomaticViewPlanning:
File "/home/ubuntu/bin/tensorpack-medical/examples/AutomaticViewPlanning/DQN/sampleTrain.py", line 244, in __init__
self.files_list = [line.split('\n')[0] for line in open(files_list)]
FileNotFoundError: [Errno 2] No such file or directory: 'list_of_test_filenames.txt'
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sampleTrain.py was written specifically for the data used for the paper. It is easy to read and can be modified for any other data. I will modify it to be more generic for any list files.
When I will have some time, I will also add a pre-trained model on some public data and test subjects to visualise an agent playing.
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@amiralansary ah, ok. So your dataset is not public?
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A handful of pre-processed training example would be greatly appreciated! I just want to get the code up and running so that I can fork it to try to make a Vaa3D plug-in.
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@amiralansary Which one of the ADNi datasets? I've searched through your 2018 paper and Li et al 2018 and I didn't find which one was used. Also, I'd be happy with just a single training example, just to get your code running.
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@amiralansary tested, and everything is working!
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Related Issues (20)
- too slow training speed HOT 5
- dataset HOT 3
- 'function' object has no attribute 'symbolic_function' HOT 2
- Input data format HOT 1
- DQN.py training demo code error HOT 2
- How to resume old training
- A Question about medical.py HOT 1
- About the success ratio for Automatic View Planning HOT 1
- How to get corresponding landmarks of ADNI dataset HOT 1
- multi-agent landmark detection HOT 11
- about ADNI dataset HOT 2
- Hi, where can I download the cardiac MRI dataset and the fetal brain ultrasound MRI HOT 1
- how can I get the cardiac dataset in this project? HOT 7
- About 2D model HOT 1
- Help
- Improve accuracy
- References to AtariPlayer in expreplay.py HOT 1
- Modifying DQN model to accept 3D images HOT 13
- Models HOT 1
- Upgrade to latest tensorpack dependency: DQN.py returning a 'NotImplementedError' HOT 5
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