function [ allImages ] = loadRadiologistImages( dirIc, dirIn )

%LOADRADIOLOGISTSIMAGES Takes two directories of images and creates an

%structure array with all information from those DICOM images

%Path to crops:  '\\ailab03\WeakSegmentation\6K largest slice crops'

%Path to nodules: '\\ailab03\WeakSegmentation\6k largest slice nodules'

%% Pre-process

    %append \*.dcm to the end of the string so it will only load dicom

    %files

    dirIcNew = strcat(dirIc,'\*.dcm');

    %append \*.dcm to the end of the string so it will only load dicom

    %files

    dirInNew = strcat(dirIn,'\*.dcm');

    % set the directory where nodule crops are stored

    imageCrops = dir(dirIcNew);

    % set the directory where nodule are stored

    imageNodules = dir(dirInNew);

    %get size of directory

    sizeDir = size(imageCrops,1);

    %create structure array of all dicom info and masks

    allImages = struct('imageNumber',0,'imageName',char,...

                       'originalImage',[],'segmentations',cell(1,1),...

                       'dicomInfo',struct([]),'map',[],'alpha',[],...

                       'overlay',[],'segmentationType',char,'masks',...

                       cell(1,1));

    sg = 'org';

%% load images and masks

    for i = 1:sizeDir

        %get image crop name

        ic = char(imageCrops(i).name);

        %Construct the file name and path needed to open the file

        icfn = sprintf('%s/%s', dirIc, ic);

        %load image crop

        try

            [dicomImage,info,m,a,o] = loadDicom(icfn);

        catch ME

            % TODO: Handle this exception 

        end 

        %get image nodule name

        in = char(imageNodules(i).name);

        %Construct the file name and path needed to open the file

        infn = sprintf('%s/%s', dirIn, in);

        %load image nodule

        try

            mask = loadDicom(infn);

        catch ME

            % TODO: Handle this exception 

        end 

        %change mask to a binary image

        mask = logical(mask);

        %save in the structure

        %save segmentation type

        allImages(i).segmentationType = sg;        

        %save name

        allImages(i).imageName = in;

        %save image number

        allImages(i).imageNumber = str2num( in(1:(strfind(in,'.')-1)) );       

        %save dicom image

        allImages(i).originalImage = dicomImage;

        %save org dicom information

        allImages(i).dicomInfo = info;

        %save org dicom map

        allImages(i).map = m;

        %save org dicom alpha

        allImages(i).alpha = a;

        %save org dicom overlay

        allImages(i).overlay = o;

        %save the mask

        allImages(i).masks{1} = mask;

    end

end