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Pulmonary nodules computer-aided diagnosis demo system.

License: MIT License

Python 91.95% Makefile 0.19% C 4.50% C++ 0.06% Cuda 3.30%
dicom lung cancer lung-rads nodule nodules pulmonary segmentation detection classification

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nodule-cadx's Issues

CAD code required

Hello, Mr. Lin. First of all, your work is great. Thank you for sharing, but some links are missing. I also need to build a CAD system. I want to refer to your code. Can you share your code? thank you very much.

a problrm in nodule_net.py

File "D:\HGQ_DL\Nodule-CADx\src\net\nodule_net.py", line 420, in forward
self.mask_probs = data_parallel(self.mask_head, (torch.from_numpy(self.crop_boxes).cuda(), features))
File "D:\anaconda\envs\Stest\lib\site-packages\torch\nn\parallel\data_parallel.py", line 231, in data_parallel
return module(*inputs[0], **module_kwargs[0])
File "D:\anaconda\envs\Stest\lib\site-packages\torch\nn\modules\module.py", line 1190, in _call_impl
return forward_call(*input, **kwargs)
File "D:\HGQ_DL\Nodule-CADx\src\net\nodule_net.py", line 236, in forward
up1 = f_4[b, :, z_start / 4:z_end / 4, y_start / 4:y_end / 4, x_start / 4:x_end / 4].unsqueeze(0)
TypeError: only integer tensors of a single element can be converted to an index

Hello , when I run this demo , I got this problem in the nodule_net.py , can you help me to solve it ? and the input is a .mhd file , it can be any file?

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