how to load multiple .dicom files in matlab?

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shivan artosh
shivan artosh 2020-3-23
编辑： Prateek Rai 2020-6-18
this is my code and i want to operate with .dicom files not an images (.jpeg, png). how can i change it ?
acually i need a code for classifiction on medical image.
net=alexnet
imds = imageDatastore('D:\lung dataset-Labeled', ...
'IncludeSubfolders',true, ...
'LabelSource','foldernames');
[imdsTrain,imdsValidation] = splitEachLabel(imds,0.7);
%===================================================
augmenter = imageDataAugmenter( ...
'RandRotation',[-20,20], ...
'RandXReflection',1,...
'RandYReflection',1,...
'RandXTranslation',[-3 3], ...
'RandYTranslation',[-3 3]);
%augimdsTrain = augmentedImageDatastore([224 224],imdsTrain,'DataAugmentation',augmenter);
%augimdsValidation = augmentedImageDatastore([224 224],imdsValidation,'DataAugmentation',augmenter);
augimdsTrain = augmentedImageDatastore([227 227],imdsTrain);
augimdsValidation = augmentedImageDatastore([227 227],imdsValidation);
.
.
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uncompleted code.!!!!!

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回答（1 个）

Prateek Rai
Prateek Rai 2020-6-18
编辑：Prateek Rai 2020-6-18
As per my understanding, you are able to construct a classification code for operating on images but not able to operate with dicom files. To read dicom files you can use “dicomread” function available in MATLAB (Image Processing Toolbox).
You can refer to the following MATLAB documentation link for more information on how to use dicomread function to read dicom files.
https://www.mathworks.com/help/images/ref/dicomread.html

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