IDEAS (epilepsy surgery)
The Imaging Database for Epilepsy And Surgery (IDEAS), including the IDEAS II diffusion release
Pre-operative brain MRI of adults with drug-resistant focal epilepsy who underwent resective surgery, shared with resection masks, seizure outcomes up to five years and healthy controls, to support lesion localisation and outcome research. The second release adds diffusion MRI.
Overview
IDEAS collects pre-operative brain MRI from adults who had resective surgery for drug-resistant focal epilepsy at the National Hospital for Neurology and Neurosurgery in London, together with scans of healthy controls from the same scanners. The CNNP Lab at Newcastle University and the UCL Queen Square Institute of Neurology released it in two parts on OpenNeuro: IDEAS (ds005602, 2024) with T1-weighted and FLAIR scans, and IDEAS II (ds007401, 2026) which adds diffusion MRI under the same subject identifiers. It is meant for lesion detection, localisation of the epileptogenic zone, outcome prediction and connectome research.
Composition
The patient group holds 442 people operated between 2003 and 2022, chosen from 625 candidates after leaving out previous neurosurgery and scans of insufficient quality. 100 healthy controls are included. Every subject has a T1w scan, 493 have FLAIR and 314 (216 patients, 98 controls) have diffusion MRI. Clinical tables give sex, age in five-year bands, age at onset, seizure history, number of anti-seizure medications, surgery type, histopathology and yearly ILAE outcomes up to five years.
Acquisition
All scans come from 3 T GE scanners at one centre. T1w scans are mostly 3D FSPGR or MPRAGE at about 1 mm. Diffusion data follow two protocols: a single-shell scheme on a Signa HDx (2009 to 2013) and a multi-shell scheme on an MR750 (2014 to 2019). When diffusion and T1w were acquired on different days, they sit in separate sessions. Faces were removed by masking and scans were shared as NIfTI.
Annotations
Resection masks for 433 patients were derived from post-operative imaging with an automated pipeline and manual correction. The lab page also links FreeSurfer reconstructions, regional thickness and volume tables, z-scores against controls, preprocessed diffusion data, tensor maps and structural connectomes.
Known limitations
Single centre with adults only, so paediatric and laser ablation cases are absent. Resection masks approximate the epileptogenic zone rather than mark it. Diffusion and anatomical scans of many patients come from different sessions, sometimes years apart. FLAIR counts in the paper (411 in Table 1, 420 in the text) differ from the 410 patient FLAIR files on OpenNeuro. One patient's anatomical scans appear only in the first release. The derived files on figshare carry no license we could confirm.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 542 subjects.
Contrast / sequence
Groups can overlap
- T1-weighted 542 100%
- FLAIR 493 91%
- Diffusion-weighted 314 58%
From BIDS file tree of OpenNeuro ds005602 snapshot 1.0.0 (CC0), raw NIfTI files under sub-*/anat counted per suffix; From BIDS file tree of OpenNeuro ds007401 snapshot 1.0.0 (CC0), raw NIfTI files under sub-*/ses-*/ counted per suffix and joined per subject with the anat files of ds005602
Condition
Groups can overlap
- Epilepsy 442 82%
- Healthy control 100 18%
Section 2.2 in Taylor et al. 2025, The Imaging Database for Epilepsy And Surgery (IDEAS), Epilepsia
Contrast / sequence by condition
Reported cross table. A dot marks a cell the source does not give.
| Epilepsy | Healthy control | |
|---|---|---|
| FLAIR | 410 | 83 |
| T1-weighted | 442 | · |
| Diffusion-weighted | 216 | 98 |
Table 1 in Taylor et al. 2025, The Imaging Database for Epilepsy And Surgery (IDEAS), Epilepsia; From BIDS file tree of OpenNeuro ds005602 snapshot 1.0.0 (CC0), raw NIfTI files under sub-*/anat counted per suffix; Abstract in Taylor et al. 2026, Open diffusion MRI and connectivity data for epilepsy and surgery, the IDEAS II release, Epilepsia
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | FLAIR | dwi | Subjects with exactly this set |
|---|---|---|---|
282 | |||
211 | |||
32 | |||
17 |
Other reported numbers 6
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
Creative Commons Zero 1.0 Universal
Public domain dedication. Do anything with the data, including commercial use, without asking and without having to give credit.
dataset_description.json of both OpenNeuro snapshots states "License" CC0. Resection masks, FreeSurfer outputs, processed diffusion data and clinical tables are on figshare links listed on the lab page; their license was not checked.
What you can do
- Yes
- Yes
- Yes
- Yes
- Yes
What you can share
- Yes
- Yes
- Yes
What you must do
- No
- Share alike No
- No
- No
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- No
- Location limits No
Citation
Taylor PN, Wang Y, Simpson C, et al. The Imaging Database for Epilepsy And Surgery (IDEAS). Epilepsia 66(2), 471-481 (2025). doi:10.1111/epi.18192. For diffusion MRI also: Taylor PN, Hall G, Horsley J, et al. Open diffusion magnetic resonance imaging and connectivity data for epilepsy and surgery: The IDEAS II release. Epilepsia 67(6), 2912-2923 (2026). doi:10.1002/epi.70186
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.
- Taylor et al. 2025, The Imaging Database for Epilepsy And Surgery (IDEAS), Epilepsia paper
- Taylor et al. 2026, Open diffusion MRI and connectivity data for epilepsy and surgery, the IDEAS II release, Epilepsia paper
- CNNP Lab IDEAS data page (download links for both releases) website
- BIDS file tree of OpenNeuro ds005602 snapshot 1.0.0 (CC0), raw NIfTI files under sub-*/anat counted per suffix computed
- BIDS file tree of OpenNeuro ds007401 snapshot 1.0.0 (CC0), raw NIfTI files under sub-*/ses-*/ counted per suffix and joined per subject with the anat files of ds005602 computed