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WriteDVH.m
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WriteDVH.m
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function varargout = WriteDVH(varargin)
% WriteDVH computes the DVH for each structure included in the image input
% variable given the dose input variable and writes the resulting DVHs to
% a comma-separated value file. The DVHs can also be optionally returned as
% an array. Note, if a DVH filename is not provided in the third input
% argument, WriteDVH will simply compute the DVH from the image,
% structures, and dose and optionally return the array.
%
% The first row contains the file name, the second row contains column
% headers for each structure set (including the volume in cc in
% parentheses), with each subsequent row containing the percent volume of
% each structure at or above the dose specified in the first column (in
% Gy). The resolution is determined by dividing the maximum dose by 1001,
% or nbins + 1;
%
% The following variables are required for proper execution:
% varargin{1}: structure containing the CT image data and structure set
% data. See LoadDICOMImages and LoadDICOMStructures for more
% information on the format of this object.
% varargin{2}: structure containing the calculated dose. Must contain
% start, width, and data fields. See CalcDose for more information on
% the format of this object. Start and widths are in cm.
% varargin{3} (optional): string containing the path and name to write
% the DVH .csv file to. MATLAB must have write access to this
% location to execute. If not provided, a DVH file will not be saved.
%
% The following variables are returned upon succesful completion:
% varargout{1} (optional): a 1001 by n+1 array of cumulative DVH values
% for n structures where n+1 is the x-axis value (separated into 1001
% bins).
%
% Below are examples of how this function is used:
%
% % Load DICOM images
% path = '/path/to/files/';
% names = {
% '2.16.840.1.114362.1.5.1.0.101218.5981035325.299641582.274.1.dcm'
% '2.16.840.1.114362.1.5.1.0.101218.5981035325.299641582.274.2.dcm'
% '2.16.840.1.114362.1.5.1.0.101218.5981035325.299641582.274.3.dcm'
% };
% image = LoadDICOMImages(path, names);
%
% % Load DICOM structure set into image structure
% name = '2.16.840.1.114362.1.5.1.0.101218.5981035325.299641579.747.dcm';
% image.structures = LoadDICOMStructures(path, name, image);
%
% % Create dose array with same dimensions and coordinates as image
% dose.data = rand(size(image.data));
% dose.width = image.width;
% dose.start = image.start;
%
% % Declare file name and path to write DVH to
% dest = '/path_to_file/dvh.csv';
%
% % Execute WriteDVH
% WriteDVH(image, dose, dest);
%
% % Execute WriteDVH again, this time returning the DVH as an array
% dvh = WriteDVH(image, dose, dest);
%
% % Compute but do not save the DVH to a file
% dvh = WriteDVH(image, dose);
%
% Author: Mark Geurts, [email protected]
% Copyright (C) 2016-2018 University of Wisconsin Board of Regents
%
% This program is free software: you can redistribute it and/or modify it
% under the terms of the GNU General Public License as published by the
% Free Software Foundation, either version 3 of the License, or (at your
% option) any later version.
%
% This program is distributed in the hope that it will be useful, but
% WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
% Public License for more details.
%
% You should have received a copy of the GNU General Public License along
% with this program. If not, see http://www.gnu.org/licenses/.
% Specify number of bins
nbins = 1000;
% Execute in try/catch statement
try
% Log start of DVH computation and start timer
if exist('Event', 'file') == 2
Event('Computing dose volume histograms');
tic;
end
% If the dose variable contains a valid data array
if isfield(varargin{2}, 'data') && size(varargin{2}.data, 1) > 0
% If the image size, pixel size, or start differs between datasets
if size(varargin{2}.data,1) ~= size(varargin{1}.data,1) ...
|| size(varargin{2}.data,2) ~= size(varargin{1}.data,2) ...
|| size(varargin{2}.data,3) ~= size(varargin{1}.data,3) ...
|| isequal(varargin{2}.width, varargin{1}.width) == 0 ...
|| isequal(varargin{2}.start, varargin{1}.start) == 0
% Create 3D mesh for reference image
[refX, refY, refZ] = meshgrid(single(varargin{1}.start(2) + ...
varargin{1}.width(2) * (size(varargin{1}.data,2) - 1): ...
-varargin{1}.width(2):varargin{1}.start(2)), single(varargin{1}.start(1): ...
varargin{1}.width(1):varargin{1}.start(1) + varargin{1}.width(1)...
* (size(varargin{1}.data,1) - 1)), single(varargin{1}.start(3):...
varargin{1}.width(3):varargin{1}.start(3) + varargin{1}.width(3)...
* (size(varargin{1}.data,3) - 1)));
% Create GPU 3D mesh for secondary dataset
[secX, secY, secZ] = meshgrid(single(varargin{2}.start(2) + ...
varargin{2}.width(2) * (size(varargin{2}.data,2) - 1):...
-varargin{2}.width(2):varargin{2}.start(2)), single(varargin{2}.start(1): ...
varargin{2}.width(1):varargin{2}.start(1) + varargin{2}.width(1) ...
* (size(varargin{2}.data,1) - 1)), single(varargin{2}.start(3):...
varargin{2}.width(3):varargin{2}.start(3) + varargin{2}.width(3) ...
* (size(varargin{2}.data,3) - 1)));
% Attempt to use GPU to interpolate dose to image/structure
% coordinate system. If a GPU compatible device is not
% available, any errors will be caught and CPU interpolation
% will be used instead.
try
% Initialize and clear GPU memory
gpuDevice(1);
% Interpolate the dose to the reference coordinates using
% GPU linear interpolation, and store back to
% varargin{2}.data
varargin{2}.data = gather(interp3(gpuArray(secX), ...
gpuArray(secY), gpuArray(secZ), ...
gpuArray(varargin{2}.data), gpuArray(refX), ...
gpuArray(refY), gpuArray(refZ), 'linear', 0));
% Clear GPU memory
gpuDevice(1);
% Catch any errors that occured and attempt CPU interpolation
% instead
catch
% Interpolate the dose to the reference coordinates using
% linear interpolation, and store back to varargin{2}.data
varargin{2}.data = interp3(secX, secY, secZ, ...
varargin{2}.data, refX, refY, refZ, '*linear', 0);
end
% Clear temporary variables
clear refX refY refZ secX secY secZ;
end
% Store the maximum value in the reference dose
maxdose = max(max(max(varargin{2}.data)));
% If max dose is zero, throw an error
if maxdose == 0
if exist('Event', 'file') == 2
Event('The dose array is empty', 'ERROR');
else
error('The dose array is empty');
end
end
% Initialize array for reference DVH values with 1001 bins
dvh = zeros(nbins + 1, length(varargin{1}.structures) + 1);
% Defined the last column to be the x-axis, ranging from 0 to the
% maximum dose
dvh(:, length(varargin{1}.structures) + 1) = 0:maxdose/nbins:maxdose;
% Loop through each reference structure
for i = 1:length(varargin{1}.structures)
% If valid reference dose data was passed
if isfield(varargin{2}, 'data') && ...
size(varargin{2}.data,1) > 0
% Multiply the dose by the structure mask and reshape into
% a vector (adding 1e-6 is necessary to retain zero dose
% values inside the structure mask)
data = reshape((varargin{2}.data + 1e-6) .* ...
varargin{1}.structures{i}.mask, 1, []);
% Remove all zero values (basically, voxels outside of the
% structure mask
data(data==0) = [];
% Compute cumulative histogram
dvh(1:nbins,i) = 1 - histcounts(data, dvh(:, ...
length(varargin{1}.structures) + 1), ...
'Normalization', 'cdf')';
% Normalize histogram to relative volume
dvh(:,i) = dvh(:,i) / max(dvh(:,i)) * 100;
% Clear temporary variable
clear data;
end
end
% Set varargout, if needed
if nargout == 1
varargout{1} = dvh;
elseif nargout > 1
if exist('Event', 'file') == 2
Event('Too many output variables requested', 'ERROR');
else
error('Too many output variables requested');
end
end
% Clear temporary variable
clear i maxdose;
% Otherwise, the dose array is invalid
else
% Throw an error
if exist('Event', 'file') == 2
Event('The dose array is invalid', 'ERROR');
else
error('The dose array is invalid');
end
end
% If a filename was provided
if nargin == 3
% Extract file name
[~, file, ext] = fileparts(varargin{3});
% Log event
if exist('Event', 'file') == 2
Event(sprintf('Writing dose volume histogram to %s', ...
strcat(file, ext)));
end
% Open a write file handle to the file
fid = fopen(varargin{3}, 'w');
% If a valid file handle was returned
if fid > 0
% Write the file name in the first row, starting with a hash
fprintf(fid, '#,%s\n', strcat(file, ext));
% Write the structure names and volumes in the second row
for i = 1:length(varargin{1}.structures)
fprintf(fid, ',%s (%i)(volume: %0.2f)', ...
varargin{1}.structures{i}.name, i, ...
varargin{1}.structures{i}.volume);
end
fprintf(fid, '\n');
% Circshift dvh to place dose in first column
dvh = circshift(dvh, [0 1])';
% Write dvh contents to file
fprintf(fid, [repmat('%g,', 1, size(dvh,1)), '\n'], dvh);
% Close file handle
fclose(fid);
% Otherwise MATLAB couldn't open a write handle
else
% Throw an error
if exist('Event', 'file') == 2
Event(sprintf('A file handle could not be opened to %s', ...
varargin{3}), 'ERROR');
else
error('A file handle could not be opened to %s', varargin{3});
end
end
end
% Log completion of function
if exist('Event', 'file') == 2
Event(sprintf(['Dose volume histograms completed successfully in ', ...
'%0.3f seconds'], toc));
end
% Clear temporary variables
clear i dvh fid file ext;
% Catch errors, log, and rethrow
catch err
if exist('Event', 'file') == 2
Event(getReport(err, 'extended', 'hyperlinks', 'off'), 'ERROR');
else
rethrow(err);
end
end