Read, parse and de-identify DICOM files
Project description
fw-file-rs
Python bindings for the fw-file-rs Rust library.
Usage
from fw_file_rs.dcm import Context, read_until_pixels
# Create a configured context using the builder pattern
ctx = (Context()
.parse_include([
"InstitutionAddress",
"InstitutionName",
])
.group_by(["StudyInstanceUID", "SeriesInstanceUID"])
.split_localizer(True)
.deid_profile("""
version: 1
name: profile
dicom:
fields:
- name: PatientName
replace-with: REDACTED
"""))
# Read DICOM header bytes from file
header_bytes = ctx.read_until_pixels("/path/to/dicom/file.dcm")
# Extract metadata using the configured context
meta = ctx.parse_header(header_bytes)
# Get Flywheel-specific metadata
fw_meta = ctx.get_fw_meta(meta)
# Group DICOM files by configured tags with localizer splitting
path_meta_pairs = [("1.dcm", meta)]
groups = ctx.group_series(path_meta_pairs)
# De-identify the DICOM header using the configured profile
deid_header = ctx.deid_header(header_bytes)
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