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A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

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Hi, I converted my dicom dataset to nifti files (images and segmentations), and I arranged the data in a folder like the kits19 example. But, when I try to use...

bug

Very nice library, very easy to use. The tutorials are in version 0.34. You have an estimated date of when the tutorials will be on the version, n 1.1. Thank

question

Hi Dominik, I just noticed that both images and segmentations are of type float64 after running any subfunction. That might lead to memory issues during training and the batches take...

enhancement

Hi, I run as following part, and then I got error message: PermissionError: [WinError 32] The process cannot access the file because it is being used by another process: 'batches\\32891163.case_00010.pickle'...

bug

Hi Dominik, hope you're well! Just one thing I've noticed with the 2D slicer interface. When you take the sample list and feed it to split_validation or cross_validation, the 2D...

enhancement

Dear MIScnn team, I was wondering: When training or testing a segmentation model: do you binarize the ground-truth masks, that have been transformed by preprocessing / data augmentation operations, just...

question

Hello @muellerdo , First of all, thank you for sharing your knowledge and your experience. I saw that this project is a modification of an older project you worked on....

question

Hi Dr. Muller, I tried the kits19 notebook and it runs pretty well. But because of my (relatively) weak GPU I had to choose only several samples trained on limited...

question

Hi Dominik, I just noticed that the img_shape attribute is not updated in a sample object when for example using the resample subfunction. Is that on purposes in order to...

enhancement