-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathsuibian.py
More file actions
49 lines (37 loc) · 1.62 KB
/
suibian.py
File metadata and controls
49 lines (37 loc) · 1.62 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
# import os
# from collections import defaultdict
# root = "/media/sde/zhengzhimin/MedSAM2/data/MedSAM2_Data/MRI/ZGQSSWMRSM_20220125_102618_289000"
# series_info = defaultdict(list)
# for dirpath, dirnames, filenames in os.walk(root):
# ima_files = [f for f in filenames if f.endswith(".IMA")]
# if ima_files:
# series_name = os.path.basename(dirpath)
# series_info[series_name] = sorted(ima_files)
# for series, files in series_info.items():
# print("=" * 60)
# print("Series folder :", series)
# print("Num slices :", len(files))
# print("Example file :", files[0])
import glob
import pydicom
import numpy as np
series_dir = "/media/sde/zhengzhimin/MedSAM2/data/MedSAM2_Data/MRI/ZGQSSWMRSM_20220125_102618_289000/_MPR_RANGE__0004"
files = sorted(glob.glob(series_dir + "/*.IMA"))
ds = pydicom.dcmread(files[0])
print("Modality:", ds.Modality)
print("SeriesDescription:", getattr(ds, "SeriesDescription", None))
print("Rows x Cols:", ds.Rows, ds.Columns)
print("PixelSpacing:", ds.PixelSpacing)
print("SliceThickness:", getattr(ds, "SliceThickness", None))
print("ImageOrientationPatient:", ds.ImageOrientationPatient)
print("ImagePositionPatient (first slice):", ds.ImagePositionPatient)
# slice 간격 계산
positions = []
for f in files:
d = pydicom.dcmread(f, stop_before_pixels=True)
positions.append(d.ImagePositionPatient)
positions = np.array(positions, dtype=float)
if len(positions) > 1:
diffs = np.linalg.norm(positions[1:] - positions[:-1], axis=1)
print("Estimated slice spacing (mm):",
f"mean={diffs.mean():.3f}, min={diffs.min():.3f}, max={diffs.max():.3f}")