{"metadata":{"kernelspec":{"name":"xoctave","display_name":"Octave (xoctave)","language":"Octave"},"language_info":{"codemirror_mode":"octave","file_extension":".m","mimetype":"text/x-octave","name":"Octave","nbconvert_exporter":"","pygments_lexer":"octave","version":"7.3.0"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"%-Welcome\nspm('asciiwelcome');\n[vspm,rspm] = spm('Ver');\ntlkt = ver(spm_check_version);\nfprintf('%s, version %s\\n',vspm,rspm);\nfprintf('%s, version %s\\n',tlkt.Name,version);","metadata":{"trusted":true},"execution_count":1,"outputs":[{"name":"stdout","text":" ___  ____  __  __                                            \n/ __)(  _ \\(  \\/  )                                           \n\\__ \\ )___/ )    (   Statistical Parametric Mapping           \n(___/(__)  (_/\\/\\_)  SPM12 - https://www.fil.ion.ucl.ac.uk/spm/\n\nSPM12, version 7771\nOctave, version 7.3.0\n","output_type":"stream"}]},{"cell_type":"code","source":"%-Working directory\nwd = fullfile(getenv('HOME'),'data');\ncd(wd);","metadata":{"trusted":true},"execution_count":2,"outputs":[]},{"cell_type":"code","source":"%-Input data\nref = spm_vol(fullfile(wd,'T1w.nii'));\nsrc = spm_vol(fullfile(wd,'bold.nii'));","metadata":{"trusted":true},"execution_count":3,"outputs":[]},{"cell_type":"code","source":"%-Display\nA = spm_slice_vol(ref,spm_matrix([0 0 70]),ref.dim(1:2),1);\nF = spm_slice_vol(src,src.mat\\ref.mat*spm_matrix([0 0 70]),ref.dim(1:2),1);\nsubplot(1,2,1), imagesc(rot90(A)), axis image\nsubplot(1,2,2), imagesc(rot90(F)), axis image\ncolormap gray","metadata":{"trusted":true},"execution_count":4,"outputs":[{"output_type":"display_data","data":{"image/png":"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"},"metadata":{"image/png":{"height":420,"width":560}}}]},{"cell_type":"code","source":"%-Coregister\nx = spm_coreg(ref, src);\nx = spm_matrix(x);","metadata":{"trusted":true},"execution_count":5,"outputs":[{"name":"stdout","text":"\nSPM12: spm_coreg (v7320)                           17:50:27 - 12/01/2023\n========================================================================\nCompleted                               :          17:51:38 - 12/01/2023\n","output_type":"stream"}]},{"cell_type":"code","source":"%-Display\nA = spm_slice_vol(ref,spm_matrix([0 0 70]),ref.dim(1:2),1);\nF = spm_slice_vol(src,x\\src.mat\\ref.mat*spm_matrix([0 0 70]),ref.dim(1:2),1);\nsubplot(1,2,1), imagesc(rot90(A)), axis image\nsubplot(1,2,2), imagesc(rot90(F)), axis image\ncolormap gray","metadata":{"trusted":true},"execution_count":6,"outputs":[{"output_type":"display_data","data":{"image/png":"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"},"metadata":{"image/png":{"height":420,"width":560}}}]},{"cell_type":"code","source":"%-Save transformation in NIfTI header and reslice\n% spm_get_space(src.fname, x \\ spm_get_space(src.fname));\n% spm_reslice([ref,src], struct('mean',false,'which',1));","metadata":{},"execution_count":7,"outputs":[]}]}