Healthy Brain Network (HBN)
Child Mind Institute Healthy Brain Network Biobank
Structural, resting-state and movie fMRI and diffusion MRI, plus EEG and eye tracking, from a community-referred sample of children and adolescents aged 5 to 21 in the New York City area, many with mental health or learning disorders. 3,421 participants with MRI in the open metadata file.
Overview
The Healthy Brain Network is a biobank run by the Child Mind Institute since 2015. Families in the New York City area with concerns about their child's mental health or learning were invited to take part, and each child receives a free diagnostic evaluation. The aim is a large transdiagnostic sample of children and adolescents aged 5 to 21 with psychiatric, cognitive and lifestyle phenotypes alongside MRI, EEG, eye tracking and other recordings. Imaging is shared through the 1000 Functional Connectomes Project / INDI in numbered releases, from Release 1.0 in June 2017 to Release 11 in November 2022. MRI collection stopped in April 2023.
Composition
The open metadata file for Release 11.1 lists 4,862 participants with phenotypic records, of whom 3,421 have MRI: 2,207 male and 1,214 female, aged 5 to 22 years (median 10). Most participants have T1-weighted, resting-state fMRI and diffusion scans; T2-weighted images and a magnetization transfer pair are present for a subset. The download table on the portal gives per-release MRI counts, from 159 to 700 participants per release. The data descriptor covers the first release of 664 participants. Diagnoses, from clinician consensus and the KSADS, are part of the phenotypic data and need a signed data use agreement.
Acquisition
Four sites scanned participants. A mobile 1.5 T Siemens Avanto at Staten Island served the pilot phase (343 participants), followed by a 3 T Siemens Tim Trio at Rutgers University and 3 T Siemens Prisma scanners at the Citigroup Biomedical Imaging Center and CUNY. Protocols include resting-state runs, two movie-watching fMRI runs, a gaze calibration run (PEER), diffusion MRI and structural T1w and T2w images, with later protocols aligned to the ABCD Study. Data are distributed in BIDS format, and preprocessed derivatives are offered through the Reproducible Brain Charts project.
Annotations
There are no image labels. Image quality metrics from MRIQC and the Preprocessed Connectome Project protocol are published for the scans.
Known limitations
- Recruitment was based on clinical concern, so the sample is not representative and ADHD is common.
- Scanners and sequences differ by site, and the portal advises harmonization across sites.
- Scans are shared regardless of quality, and head motion is high in young children.
- Participants without consent for commercial use (412 of the 3,421 with MRI) are under a non-commercial license.
- Counts here come from the metadata file, which leaves out imaging participants without phenotypic records.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 3,421 subjects.
Sex
- Female 1,214 35%
- Male 2,207 65%
Age
mean 10.3± 3.5 · range 5 to 22Age by sex
Reported cross table. Missing cells were not published (fewer than 10 subjects or not reported).
- 2120-2928
- 17015-19254
- 43910-14830
- 5845-91,095
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | T2w | PDw | dwi | bold | Subjects with exactly this set |
|---|---|---|---|---|---|
1,516 | |||||
908 | |||||
254 | |||||
200 | |||||
198 | |||||
176 | |||||
59 | |||||
41 | |||||
28 | |||||
7 | |||||
4 | |||||
2 | |||||
2 | |||||
2 | |||||
1 | |||||
1 | |||||
1 | |||||
1 |
Contrast / sequence
subjects, values can overlap
- T1-weighted 3,338 98%
- BOLD fMRI 3,323 97%
- Diffusion-weighted 2,891 85%
- T2-weighted 2,641 77%
- Proton density weighted 1,178 34%
Scanner vendor
subjects
- Siemens Healthineers 3,421 100%
Field strength
subjects
- 3 T 3,078 90%
- 1.5 T 343 10%
Country
subjects
- United States 3,421 100%
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
Create an account and accept terms online
Imaging, EEG and eye-tracking data need no data use agreement. The non-BIDS downloads ask for a login with the 1000 Functional Connectomes Project on NITRC; BIDS MRI is offered through the Reproducible Brain Charts project. Full phenotypic data, including diagnoses, need a data use agreement signed by an institutional official.
Different parts of the data carry different licenses. The summary on the right shows the most restrictive answer per rule.
Creative Commons Attribution 4.0 International
Use, share and adapt the data for any purpose, including commercial use, as long as you credit the creators.
What you can do
- Yes
- Yes
- Yes
- Yes
What you can share
- Yes
- Yes
- Yes
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
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Non-commercial use only, with credit. Anything you share that is built on the data must use the same license.
The full phenotypic data are not covered by either license and need the HBN data use agreement.
What you can do
- No
- Conditional
- Yes
- Yes
What you can share
- Conditional
- Conditional
- Conditional
What you must do
- Yes
- Yes
- No
- No
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- No
- Location limits No
Citation
Alexander LM, Escalera J, Ai L, et al. An open resource for transdiagnostic research in pediatric mental health and learning disorders. Scientific Data 4:170181 (2017). doi:10.1038/sdata.2017.181
All numbers
Every number on this page, as stored in stats.csv, with its source.
| Measure | Breakdown | Value | Source |
|---|---|---|---|
| Subjects | total participants with MRI_collected = 1 in Metadata_R11.1.csv, which lists participants with phenotypic records; imaging was also released for some participants without them | 3,421 | hbn-metadata-r11 MRI_collected |
| Subjects | sex=female | 1,214 | hbn-metadata-r11 Sex |
| Subjects | sex=male | 2,207 | hbn-metadata-r11 Sex |
| Subjects | age=5-9 age in whole years as given in the file | 1,679 | hbn-metadata-r11 Age |
| Subjects | age=10-14 age in whole years as given in the file | 1,269 | hbn-metadata-r11 Age |
| Subjects | age=15-19 age in whole years as given in the file | 424 | hbn-metadata-r11 Age |
| Subjects | age=20-29 age in whole years as given in the file | 49 | hbn-metadata-r11 Age |
| Subjects | sex=female;age=5-9 | 584 | hbn-metadata-r11 Sex; Age |
| Subjects | sex=female;age=10-14 | 439 | hbn-metadata-r11 Sex; Age |
| Subjects | sex=female;age=15-19 | 170 | hbn-metadata-r11 Sex; Age |
| Subjects | sex=female;age=20-29 | 21 | hbn-metadata-r11 Sex; Age |
| Subjects | sex=male;age=5-9 | 1,095 | hbn-metadata-r11 Sex; Age |
| Subjects | sex=male;age=10-14 | 830 | hbn-metadata-r11 Sex; Age |
| Subjects | sex=male;age=15-19 | 254 | hbn-metadata-r11 Sex; Age |
| Subjects | sex=male;age=20-29 | 28 | hbn-metadata-r11 Sex; Age |
| Subjects | contrast=T1w | 3,338 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast=T2w | 2,641 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast=bold | 3,323 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast=dwi | 2,891 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast=PDw MT-off/MT-on magnetization transfer pair, BIDS suffix PD | 1,178 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+dwi+T1w+T2w | 1,516 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+dwi+PDw+T1w+T2w | 908 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+dwi+PDw+T1w | 254 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+dwi+T1w | 200 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+T1w | 198 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+T1w+T2w | 176 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold | 59 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=T1w | 41 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=T1w+T2w | 28 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+PDw+T1w+T2w | 7 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=dwi+PDw+T1w | 4 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=dwi+T1w | 2 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+dwi+PDw+T2w | 2 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=dwi+PDw+T1w+T2w | 2 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+PDw+T1w | 1 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+dwi | 1 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=dwi+T1w+T2w | 1 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | contrast_set=bold+dwi+T2w | 1 | hbn-metadata-r11 MRI.* scan columns |
| Subjects | field_strength=1.5 mobile 1.5 T Siemens Avanto at Staten Island; the metadata file lists 343 participants for the Staten Island site | 343 | alexander2017 Methods, Magnetic resonance imaging (Test Phase) |
| Subjects | field_strength=3 Rutgers (3 T Tim Trio), CBIC and CUNY (3 T Prisma), scanners as named in alexander2017 | 3,078 | hbn-metadata-r11 MRI_Site |
| Subjects | vendor=siemens all four MRI sites use Siemens scanners (alexander2017) | 3,421 | hbn-metadata-r11 MRI_Site |
| Subjects | country=US all MRI sites are in the New York City area | 3,421 | hbn-metadata-r11 MRI_Site |
| Mean age | total | 10.3 | hbn-metadata-r11 Age |
| Age SD | total | 3.5 | hbn-metadata-r11 Age |
| Median age | total | 10 | hbn-metadata-r11 Age |
| Minimum age | total | 5 | hbn-metadata-r11 Age |
| Maximum age | total | 22 | hbn-metadata-r11 Age |
Sources
The keys used in the table above.
- alexander2017 Alexander et al. 2017, Scientific Data paper
- hbn-mri-eeg-page HBN data portal, MRI and EEG data page (download table and data license) website
- hbn-metadata-r11 HBN Metadata_R11.1.csv (open download, CC BY 4.0 / CC BY-NC-SA 4.0), counted for participants with MRI_collected = 1 computed