Python DICOM tools using input from DICOM specs in docbook format
Project description
dcm-spec-tools
dcm-spec-tools is planned to be a collection of simple pure python command line tools which get the input from the DICOM standard in docbook format as provided by ACR NEMA.
Currently available tools:
validate_iods
checks DICOM files for correct attributes for the given SOP class.dump_dcm_info
outputs the DICOM tag IDs and values of a given DICOM file.
Note that this is still in an early stage of development.
pydicom is used to read/parse DICOM files.
Installation
The latest version is available on pypi and can be installed via
pip install dcm-spec-tools
Usage
dump_dcm_info [-r <revision>] [-src <spec dir>] <DICOM filename>
validate_iods [-r <revision>] [-src <spec dir>] [-v] <DICOM files or directories>
Use the --help
option for each script do get usage info.
Access to DICOM standard
Upon first start of a tool, part of the latest version of the DICOM standard in docbook format is downloaded, parsed, and the needed information saved in json files. These files are then used by the tools. Periodically (once a month), the tools check for a newer version of the DICOM standard and download it if found.
It is also possible to use older versions of the standard via a command line option, provided they are still available for download (at the time of writing, standards are available from 2014a to 2018b).
dcm_dump_info
This is a very simple DICOM dump tool with (currently) no options, which uses the DICOM dictionary as read from part 6 of the standard. The output looks like this:
(py3_test) c:\dev\GitHub\dcm-spec-tools>dump_dcm_info "c:\dev\DICOM Data\SR\image12.dcm"
(0005,0010) [Unknown] LO 1 [AEGIS_DICOM_2.00]
(0005,1000) [Unknown] UN 1 [b'\x00\x05 \x08\x00\x00\x00\n RIGHT \x00\x05\xc1X\x00\x00\x00\x06 0.09 \x00\x05\xd1X\x00\x00\x00\x02 0']
(0008,0008) Image Type CS 0 []
(0008,0016) SOP Class UID UI 1 [Ultrasound Image Storage (Retired)]
(0008,0018) SOP Instance UID UI 1 [1.2.840.113680.3.103.775.2873347909.282313.2]
(0008,0020) Study Date DA 1 [19950119]
(0008,0030) Study Time TM 1 [092854.0]
(0008,0050) Accession Number SH 1 [ACN000001]
(0008,0060) Modality CS 1 [US]
(0008,0070) Manufacturer LO 1 [Acuson]
(0008,0090) Referring Physician's Name PN 1 []
(0008,1010) Station Name SH 1 [QV-00775]
(0008,1030) Study Description LO 1 [ABDOMEN]
(0008,1050) Performing Physician's Name PN 1 [KLOFAS,EDWARD]
(0008,1060) Name of Physician(s) Reading Study PN 1 []
(0008,1070) Operators' Name PN 1 [DO]
(0008,1080) Admitting Diagnoses Description LO 1 [RSNA'95 Data Not Delete]
(0009,0010) [Unknown] LO 1 [AEGIS_DICOM_2.00]
...
validate_iods
This checks a given DICOM file, or all DICOM files recursively in a given
directory, for correct tags for the related SOP class. Only the presence or
absence of the tag, and the presence of a tag value is checked, not the
contained value itself (a check for correct enumerated values may be added later).
This is done by looking up all required and optional modules for this
SOP class, and checking the tags for these modules. Tags that are not allowed or
missing in a module are listed. Parts 3 and 4 of the DICOM standard are used
to collect the needed information.
Conditions for type 1C and 2C modules and tags are evaluated if possible.
If the evaluation fails, the respective modules and tags are considered
optional. Condition evaluation may fail if:
- the needed information is not contained in the DICOM file (e.g. verbose descriptions like "if the Patient is an animal")
- the information is related to other DICOM files (e.g. referenced images)
- the parsing failed because the condition is too complicated, unexpected, or due to a bug
The output for a single file may look like this:
(py3_test) c:\dev\GitHub\dcm-spec-tools>validate_iods "c:\dev\DICOM Data\SR\test.dcm"
Processing DICOM file "c:\dev\DICOM Data\SR\test.dcm"
SOP class is "1.2.840.10008.5.1.4.1.1.88.33" (Comprehensive SR IOD)
Errors
======
Module "SR Document Content":
Tag (0040,A043) (Concept Name Code Sequence) is not allowed due to condition:
Value Type is equal to "TEXT", "NUM", "CODE", "DATETIME", "DATE", "TIME", "UIDREF" or "PNAME"
Tag (0040,A300) (Measured Value Sequence) is missing
Tag (0040,A168) (Concept Code Sequence) is missing
Tag (0008,1199) (Referenced SOP Sequence) is missing
Tag (0070,0022) (Graphic Data) is missing
Tag (0070,0023) (Graphic Type) is missing
Tag (3006,0024) (Referenced Frame of Reference UID) is missing
Tag (0040,A130) (Temporal Range Type) is missing
Tag (0040,A138) (Referenced Time Offsets) is missing due to condition:
Referenced Sample Positions is not present and Referenced DateTime is not present
Tag (0040,A13A) (Referenced DateTime) is missing due to condition:
Referenced Sample Positions is not present and Referenced Time Offsets is not present
Note: No guarantees are given for the correctness of the results. This is pre-alpha software and mostly thought as a proof of concept.
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