I have downloaded the raw pancreas-CT dataset (that has a DICOM file extension) from wikicancerimagingarchive.net and want to use it on Google Colab by loading it for segmentation. My downloaded data has 3 sub-folders for each folder in the Pancreas-CT dataset folder even before the content is seen. I am having a challenge dividing them into training, validation (and testing) and I shall be greatful if anyone can help.
If you are using tensorflow for segmentation, you can configure the validation_split parameter of your model:
model = get_compiled_model()
history = model.fit(x_train, y_train, batch_size=64, validation_split=0.2, epochs=100)
You may read these articles, they used some datasets for the same purpose:
- https://arxiv.org/pdf/2104.10195.pdf
- https://www.thelancet.com/journals/landig/article/PIIS2589-7500(20)30078-9/fulltext
Regards
Wasim A. Ali
Thanks for your response. I read both and I got a leading with thelancet.com link which provides another link to get access to the pancreas dataset, that is a shared item in a google drive so I tried downloading the Task07_Pancreas.tar but it tells me "Download quota exceeded for this file, so you can't download it at present", please is there a way around it?
Andre Ricardo Backes thanks Prof please I will give it a try
Isaac Baffour Senkyire, yes, dear, it shows the same with me, and I don't know how to deal with this. if I find a solution, I will let you know
https://drive.google.com/drive/folders/1HqEgzS8BV2c7xYNrZdEAnrHk7osJJ--2
- Badges
- Science topic