Paired Head CT-MRI
A Paired Head CT-MRI Dataset for Cross-Modality Image Synthesis
Thin-slice head CT matched with T1-weighted brain MRI of neurosurgical patients before surgery, released to train and test methods that synthesize CT from MRI for MRI-guided radiotherapy and surgical planning. Covers pituitary tumors, meningiomas, vestibular schwannomas and cerebrovascular disease.
Overview
Head CT and brain MRI acquired from the same 120 patients before neurosurgery at The First Affiliated Hospital of Sun Yat-sen University, China. The authors released the pairs on Zenodo in October 2025 so that methods turning MRI into synthetic CT can be trained and compared. Synthetic CT would let radiotherapy and surgical planning rely on MRI alone and spare patients a CT scan, but MRI shows neither electron density nor bone in detail.
Composition
The 120 patients fall into four diagnosis groups, each shipped as its own archive: 60 with a pituitary tumor, 20 with a meningioma, 20 with a vestibular schwannoma and 20 with cerebrovascular disease. 74 are women and 46 men, aged 18 to 77 years (mean 46.9).
Every subject folder holds a contrast-enhanced T1-weighted MRI and two reconstructions of one thin-slice CT, one with a soft-tissue kernel (CT-BRAIN) and one with a bone kernel (CT-BONE). The 60 pituitary tumor patients also have a T1-weighted MRI without contrast. Images are NIfTI files, with a JSON sidecar for each MRI. A participants spreadsheet lists sex, age, scanner and acquisition parameters per subject.
Acquisition
All MRI are 3D MPRAGE scans on Siemens systems (Prisma, Verio, MAGNETOM Vida, Spectra), with slice thickness between 0.6 and 1 mm. CT came from Toshiba (Aquilion ONE and Prime), Siemens (SOMATOM Force), Philips (IQon) and GE (Revolution Apex) scanners, mostly at 120 kVp, with 0.5 or 0.625 mm slices and a 512 by 512 matrix.
Known limitations
- Single hospital, and all MRI from one vendor, so scanner diversity on the MRI side is limited.
- Half of the cohort has a pituitary tumor; the other groups have 20 patients each.
- The record gives no description of registration between CT and MRI, of defacing, or of a train and test split, and no data descriptor paper was found.
- The CC BY-NC 4.0 license rules out commercial use.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 120 subjects.
Sex
- Female 74 62%
- Male 46 38%
Patient Sex column in participants.xlsx of Zenodo record 17486320 (CC BY-NC 4.0, open download), 120 subjects
Modality
- MRI 120 100%
- CT 120 100%
Modality column in participants.xlsx of Zenodo record 17486320 (CC BY-NC 4.0, open download), 120 subjects
Condition
Groups can overlap
- Pituitary tumor 60 50%
- Meningioma 20 17%
- Vestibular schwannoma 20 17%
- Cerebrovascular disease 20 17%
Population column in participants.xlsx of Zenodo record 17486320 (CC BY-NC 4.0, open download), 120 subjects
Age
mean 46.9 ± 14.2, median 49, range 18 to 77
Patient Age column in participants.xlsx of Zenodo record 17486320 (CC BY-NC 4.0, open download), 120 subjects
Contrast / sequence
Groups can overlap
- T1-weighted, contrast enhanced 120 100%
- T1-weighted 60 50%
CE-T1W.nii.gz per subject folder, NCE-T1W.nii.gz per subject folder in Contents of the four ZIP archives of Zenodo record 17486320 (CC BY-NC 4.0, open download), as listed in the Zenodo file preview
Scanner vendor
- Siemens Healthineers 120 100%
- Canon Medical 78 65%
- Philips 10 8%
- GE HealthCare 2 2%
Manufacturer columns, CT Manufacturer column in participants.xlsx of Zenodo record 17486320 (CC BY-NC 4.0, open download), 120 subjects
Condition by sex
Reported cross table. A dot marks a cell the source does not give.
| Female | Male | |
|---|---|---|
| Pituitary tumor | 35 | 25 |
| Vestibular schwannoma | 14 | · |
| Cerebrovascular disease | 13 | · |
| Meningioma | 12 | · |
Population and Patient Sex columns in participants.xlsx of Zenodo record 17486320 (CC BY-NC 4.0, open download), 120 subjects
Age by sex
Reported cross table. Missing cells were not published (fewer than 10 or not reported).
- 1460-69n/a
- 1550-5913
- 1840-4911
- 1430-39n/a
- 1020-29n/a
Patient Sex and Patient Age columns in participants.xlsx of Zenodo record 17486320 (CC BY-NC 4.0, open download), 120 subjects
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | T1w_ce | Subjects with exactly this set |
|---|---|---|
60 | ||
60 |
files per subject folder in Contents of the four ZIP archives of Zenodo record 17486320 (CC BY-NC 4.0, open download), as listed in the Zenodo file preview
License and access
Our reading of the license, not legal advice. Before you use the data, read the original license and confirm that your use is allowed. We take no responsibility for how you use a dataset. Full disclaimer
Download without an account
Direct download from Zenodo without an account: one ZIP archive per diagnosis group and a participants.xlsx file with sex, age and acquisition parameters per subject.
Creative Commons Attribution-NonCommercial 4.0 International
Use, share and adapt the data with credit, but only for non-commercial purposes.
What you can do
- No
- Not stated
- Conditional
- Yes
- Yes
What you can share
- Conditional
- Conditional
- Conditional
What you must do
- Yes
- Share alike No
- No
- No
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- No
- Location limits No
Citation
Yao S, Tan Y, Wang J. A Paired Head CT-MRI Dataset for Cross-Modality Image Synthesis (v1) [Data set]. Zenodo (2025). https://doi.org/10.5281/zenodo.17486320
Sources
Every number on this page comes from one of these documents. Each chart names the table or page it is taken from. The raw numbers are in stats.csv.