python 读取DICOM头文件的实例

yipeiwu_com5年前Python基础

用dicompyler软件打开dicom图像,头文件如图所示:

当然也可以直接读取:

ds = dicom.read_file('H:\Data\data\\21662\\2.16.840.1.113662.2.0.105002416.1489146183.701\CT\\CT#0#21662#E7AB693D.dcm')
print ds
>>
(0008, 0008) Image Type       CS: ['ORIGINAL', 'SECONDARY', 'AXIAL']
(0008, 0016) SOP Class UID      UI: CT Image Storage
(0008, 0018) SOP Instance UID     UI: 2.16.840.1.113662.2.0.105002416.1489146183.501.0
(0008, 0020) Study Date       DA: '20170310'
(0008, 0021) Series Date       DA: '20170310'
(0008, 0023) Content Date      DA: '20060505'
(0008, 0030) Study Time       TM: '1942'
(0008, 0031) Series Time       TM: '1942'
(0008, 0033) Content Time      TM: ''
(0008, 0050) Accession Number     SH: '63071'
(0008, 0060) Modality       CS: 'CT'
(0008, 0070) Manufacturer      LO: 'NOMOS'
(0008, 0090) Referring Physician's Name   PN: ''
(0008, 1010) Station Name      SH: ''
(0008, 1090) Manufacturer's Model Name   LO: 'CORVUS 6.4'
(0010, 0010) Patient's Name      PN: '*M32-2^CHENJUN^^^'
(0010, 0020) Patient ID       LO: '21662'
(0010, 0030) Patient's Birth Date    DA: ''
(0010, 0040) Patient's Sex      CS: ''
(0018, 0050) Slice Thickness      DS: '4.75'
(0018, 0060) KVP         DS: '0'
(0018, 1020) Software Version(s)     LO: 'CORVUS 6.4'
(0018, 5100) Patient Position     CS: 'HFS'
(0020, 000d) Study Instance UID     UI: 2.16.840.1.113662.2.0.105002416.1489146183.701
(0020, 000e) Series Instance UID     UI: 2.16.840.1.113662.2.0.105002416.1489146183.501
(0020, 0010) Study ID       SH: '63071'
(0020, 0011) Series Number      IS: '0'
(0020, 0012) Acquisition Number     IS: '0'
(0020, 0013) Instance Number      IS: '0'
(0020, 0020) Patient Orientation     CS: ['L', 'P']
(0020, 0032) Image Position (Patient)   DS: ['0.73437356948853', '0', '3.25']
(0020, 0037) Image Orientation (Patient)   DS: ['1', '0', '0', '0', '1', '0']
(0020, 0052) Frame of Reference UID    UI: 2.16.840.1.113662.2.0.105002416.1489146183.601
(0020, 0060) Laterality       CS: ''
(0020, 1040) Position Reference Indicator  LO: ''
(0020, 1041) Slice Location      DS: '3.25'
(0028, 0002) Samples per Pixel     US: 1
(0028, 0004) Photometric Interpretation   CS: 'MONOCHROME2'
(0028, 0010) Rows        US: 330
(0028, 0011) Columns        US: 339
(0028, 0030) Pixel Spacing      DS: ['0.734375', '0.734375']
(0028, 0100) Bits Allocated      US: 16
(0028, 0101) Bits Stored       US: 12
(0028, 0102) High Bit       US: 11
(0028, 0103) Pixel Representation    US: 0
(0028, 1052) Rescale Intercept     DS: '-1024'
(0028, 1053) Rescale Slope      DS: '1'
(7fe0, 0010) Pixel Data 

发现一套图的第一张和最后一张的Slice Thickness往往和中间层的值是不同的。

Path = 'H:\Data\data\\21662\\2.16.840.1.113662.2.0.105002416.1489146183.701\CT\\a.dcm'
slices = dicom.read_file(path)
spacing = slices.PixelSpacing

读取头文件信息方法:

Slices.上图头文件中的name列。

这时要注意的是,name大小写不变,去掉空格,去掉符号,比如括号。

举例:

origin = slices.SoftwareVersions
print origin
>>CORVUS 6.4
spacing = slices[1].PixelSpacing
print spacing
>>['0.734375', '0.734375']

以上这篇python 读取DICOM头文件的实例就是小编分享给大家的全部内容了,希望能给大家一个参考,也希望大家多多支持【听图阁-专注于Python设计】。

相关文章

浅谈python中set使用

浅谈python中set使用 In [2]: a = set() # 常用操作1 In [3]: a Out[3]: set() In [4]: type(a) O...

pip 安装库比较慢的解决方法(国内镜像)

对于Python开发用户来讲,PIP安装软件包是家常便饭。但国外的源下载速度实在太慢,浪费时间。而且经常出现下载后安装出错问题。 所以把PIP安装源替换成国内镜像,可以大幅提升下载速度,...

python使用selenium登录QQ邮箱(附带滑动解锁)

python使用selenium登录QQ邮箱(附带滑动解锁)

前言 最近因为工作需要 用selenium做了一个QQ邮箱的爬虫(登录时部分帐号要滑动解锁),先简单记录一下。 这个问题先可以分为两个部分:1.登录帐号和2.滑动解锁。python版本3...

Python多线程编程(一):threading模块综述

Python这门解释性语言也有专门的线程模型,Python虚拟机使用GIL(Global Interpreter Lock,全局解释器锁)来互斥线程对共享资源的访问,但暂时无法利用多处理...

Python中的 is 和 == 以及字符串驻留机制详解

is 和 == 先了解下官方文档中关于 is 和 == 的概念。is 表示的是对象标示符(object identity),而 == 表示的是相等(equality);is 的作用是用...