brain-mri-redacted

De-identified medical imaging study processed by micom.

Dataset Summary

Property	Value
Study	brain-mri-redacted
Series	19 image + 0 presentation state
Quality Grade	? (?/100)
HIPAA Score	100.0/100 (0 PHI findings post-redaction)
Scanner	GE MEDICAL SYSTEMS 3T
Visualizations	13544

De-identification

This dataset has been de-identified using HIPAA Safe Harbor (45 CFR 164.514(b)(2)):

• 26 tags removed (address, phone, clinical trial IDs, etc.)
• 22 tags blanked (patient/physician names, institution, IDs)
• 5 UIDs rehashed (study/series/SOP instance UIDs)
• 6 dates shifted (birth, study, acquisition dates)
• Single-pass verified (each file confirmed clean in-memory)

See hipaa_compliance.json for the full pre/post compliance report.

Contents

report.html                 # Interactive HTML dashboard
series_stats.json           # Per-series metadata + quality metrics
hipaa_compliance.json       # HIPAA compliance report (pre + post redaction)
dicom_full_dump.json        # All DICOM tags (redacted values)
dicom_metadata.csv          # Tabular metadata export
cross_series_comparison.png # Quality comparison across series
montages/                   # Multi-plane slice montages per series
histograms/                 # Intensity distribution plots per series
enhanced/                   # MIP/MinIP/tissue segmentation views

Quality Analysis

Each series is graded A-F based on:

• SNR estimate (signal-to-noise ratio)
• Slice intensity uniformity
• Tissue coverage percentage
• Dynamic range
• Entropy (information content)

Usage

from huggingface_hub import hf_hub_download
report = hf_hub_download("brain-mri-redacted", "report.html", repo_type="dataset")
stats = hf_hub_download("brain-mri-redacted", "series_stats.json", repo_type="dataset")

License

This dataset is shared for research purposes. All patient identifiers have been removed per HIPAA Safe Harbor. Do not attempt to re-identify subjects.

Generated by micom DICOM Extractor v5.