CT Scan slices to Neural Network

Good Afternoon,

I am doing a research on Lung Cancer Detection system and initially obtained lung CT scan dataset from https://www.kaggle.com/c/data-science-bowl-2017. I managed to create a progem read the dicom file, .dcm as the datasets consists of folders of patients and each patients have multiple slices. This is based on https://uk.mathworks.com/help/images/create-image-datastore-containing-dicom-volumes.html.

Moreover, each the patients have been labeled, as having cancer (1) or not (0), stored in a csv file.

However, I am still confused on how can I feed them to the neural network with the label.

Answer 1

[Prachi Kulkarni]

Hi,

You can specify the labels manually using the Labels property of the image datastore.

For more information, please refer to the following documentation.

Labels Property of imageDatastore

Read CSV file as a table

Convert table to array