不成功的TCA代码
%--brain mask with the brain tissue
mask_name = 'C:\Users\Administrator\Desktop\workspace\preprocessed\masks\within_brain_mask.nii';
M = load_untouch_nii( mask_name ); % load mask NIFTI
mask = double(M.img>0); % get 3d v
%--brain functional 4d data
data_4d = 'C:\Users\Administrator\Desktop\workspace\preprocessed\4d\func_3d.nii';
% data_4d = 'C:\Users\Administrator\Desktop\phycaa_workspace\phycaa_plus_2104_03_27\_PHYCAA_step1+2.nii';
V = load_untouch_nii( data_4d );
%--transform 4d array to 2d array, using brain_mask
within_brain_voxels = nifti_to_mat(V,M);
nt_matrix = within_brain_voxels;
n = size(nt_matrix,1);
t = size(nt_matrix,2);
mean_value = mean ( mean(nt_matrix,2) );
tmp_matrix = nt_matrix - mean_value;
mean_value2 = mean(tmp_matrix,2) ;
% normalise_data = abs(( nt_matrix - repmat( mean_value, 1 , t )) ./ repmat( mean_value, 1 , t )) ;
normalise_data = abs(( tmp_matrix - repmat( mean_value2, 1 , t )) ./ repmat( mean_value2, 1 , t )) ;
% normalise_data = abs(( nt_matrix - mean_value) )/ mean_value ;
w_data = normalise_data;
for i=1:n
tmp_rows = normalise_data(i,:);
max_value = max(tmp_rows);
tmp_rows_index = (tmp_rows == max_value);
tmp_rows1 = tmp_rows.* double(tmp_rows_index);
% w_data(i,:) = double(tmp_rows_index);
w_data(i,:) = tmp_rows1;
end
reference_waveform = sum(w_data);
plot(reference_waveform);
作者:木木

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