function [ masks ] = maskCreationOtsu(segmentedImages)

%noduleExtractionOtsu extract the nodule based on the segmented images

%   hardcoded values, you might need to change them in the future

%

%   param orgImage

%       the original image that will be segmented

% 

%   param segmentedImages

%       a cell array of each image segmentation

% 

    %% Pre-process

    %Get the number of segmentations

    segTotal = 1;

    %total class

    totalClass = 5;

    %set up cell array for images

    masks = cell(1,1);

    x = 1;

    %% extract nodule

    for i=1:segTotal

        %get segmented image

        s = segmentedImages{i};

        %iterate through classes

        for j=2:totalClass

            %create temp image

            tempImage = s;     

            %erase background pixels

            for e=1:j-1

                tempImage(s == e) = 0;

            end            

            %remove any components that aren't part of the nodule and save

            %the nodule as a binary image

            tempImage = im2bw(removeDisjointStructures(tempImage));

            %fill the holes and save the mask

            masks{x} = imfill(tempImage,'holes');   

            %increment position in image array

            x = x + 1;

        end

    end

end