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code/classifier/networks/grayResNet2.py
0 → 100644
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code/getNormalFrames.m
0 → 100644
1 | +inputheader = '..\data\Normal_all\'; | ||
2 | +outfolder = '..\data\Normal_frames\'; | ||
3 | + | ||
4 | +files = dir(inputheader); | ||
5 | +id = {files.name}; | ||
6 | +% files + dir file | ||
7 | +flag = ~strcmp(id, '.') & ~strcmp(id, '..'); | ||
8 | +files = files(flag); | ||
9 | + | ||
10 | + | ||
11 | +for i = 1 : length(files) | ||
12 | + | ||
13 | + id = split(files(i).name, '.nii'); | ||
14 | + id = char(id(1)); | ||
15 | + fprintf('ID #%d = %s\n', i, id); | ||
16 | + filename = id; % BraTS19_2013_2_1_seg_flair.nii | ||
17 | + data_path = strcat(inputheader,'\', filename); | ||
18 | + data = niftiread(data_path); %size 240x240x155 | ||
19 | + | ||
20 | + [x,y,z] = size(data); | ||
21 | + | ||
22 | + c = 0; | ||
23 | + | ||
24 | + for k = 18:24 | ||
25 | + type = '.png'; | ||
26 | + filename = strcat(id, '_', int2str(c), type); % BraTS19_2013_2_1_seg_flair_c.png | ||
27 | + outpath = strcat(outfolder, filename); | ||
28 | + % typecase int16 to double, range[0, 1], rotate 90 and filp updown | ||
29 | + % range [0, 1] | ||
30 | + %cp_data = flipud(rot90(mat2gray(double(data(:,:,k))))); | ||
31 | + cp_data = flipud(rot90(mat2gray(double(data(:,:,k))))); | ||
32 | +% M = max(cp_data(:)); | ||
33 | +% disp(M); | ||
34 | + imwrite(cp_data, outpath); | ||
35 | + | ||
36 | + c = c+ 1; | ||
37 | + end | ||
38 | + | ||
39 | +end | ||
40 | + | ||
41 | + | ||
42 | +% p = 'st: %d\n'; | ||
43 | +% fprintf(p, st); | ||
44 | +% p = 'en: %d\n'; | ||
45 | +% fprintf(p, en); | ||
46 | + |
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