lillazollei / pediatric-medical-images

keeping track of publicly available pediatric brain MRI imaging datasets

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Pediatric Medical Imaging Datasets

This page is to keep track of publicly available pediatric/fetal brain MRI imaging datasets. It is meant to be continuously updated over time as new sets arise :)

Please do not hesitate to reach out for any feedback or questions!

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Main Fetal / Pediatric Medical Imaging List

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MRI data of 80 subjects from 2 sources, labels are available on a subset

Keywords: fetal, BIDS, T2w, labels

885+ postnatal brain MRI (T1w,T2w,dMRI and rsfMRI) of infants and fetal subjects; processed with own pipeline

Keywords: longitudinal, newborn, fetal; large, premature, postnatal, T1w, T2w, dMRI, rsfMRI, labels

hybrid accelerated longitudinal and cross-sectional, 0-5 years, 500 subjects

Keywords: longitudinal, cross-sectional, newborn, infant, toddler, T1w, T2w, dMRI

Neonates (N = 20), term-born and preterm infants, 50 regions each, manual annotation, T2w.

Keywords: newborn, preterm, fullterm, manual labels, T2w

longitudinal infant data that will be collected over the first ten years of life

Keywords: COMING

5-21 years, 652 subjects, brain development in healthy cohort, multi-modal imaging

Keywords: cross-sectional, pediatric, adolescent, T1w, T2w, dMRI, rsFMRI, tFMRI

Healthy Brain Network from the Child Mind Institute, 5-21 years, typical NYC population, neuroimaging and phenotypic data, goal N = 10000

Keywords: pediatric, adolescent, T1w, T2w, dMRI, rsFMRI, EEG, IN PROGRESS

8-13 Years, T1w and 3 Tesla fMRI data derived for measuring reading-related functional activity, N = 58 subjects.

Keywords: pediatric, T1w, tfMRI

"Neurodevelopmental Genomics: Trajectories of Complex Phenotypes": 8-21 years, 9496 subjects. Multimodal and task fMRI, ASL, structural MRI, DTI.

Keywords: adolescent, T1w, dMRI, ASL, rsFMRI

8-25 years, 90 subjects, tfMRI, developmental changes in prefrontal cortex

Keywords: tfMRI, T1w, T2w, PD, adolescent, developmental

N = 188, 10.5 years, T1w, T2w, dMRI, tMRI, longitudinal neuroimaging dataset on lexical processing in children.

Keywords: pediatric, T1w, T2w, dMRI, tFMRI, longitudinal

Training data set for MICCAI segmentation challenge; N = 10+13 6-mo-old infants; 4 labels (bg, csf, wm, gm) along with T1w and T2w

Keywords: T1w, T2w, segmentation labels

2-8 years, rsfMRI, dMRI, MRI, ASL to create baseline data used to understand cognitive and behavioral development

Keywords: pediatric, rsfMRI, dMRI, anatomical, development

7-64 years (median 14 years), resting-state fMRI and structural MRI across multiple sites, N = 1112 dataset (539 from individuals with ASD and 573 from typical controls)

Keywords: rsfMRI, MRI, multi-site

7+ years, T1 in talairach orientation, manually-guided and labeled expert segmentation results along with magnetic resonance brain image data.

Keywords: T1w, pediatric, segmentation, manual

6-64 years, resting-state & structural fMRI, 19 sites. Two collections include longitudinal samples of data collected from 38 individuals at two time points (1-4 year interval).

Keywords: large age range, rsfMRI, multi-site, longitudinal

9-19 years, N = 12,000, MRI, tfMRI, dMRI, release 4.0 (2021)

Keywords: T1w, pediatric, tasks, atlas, 4D

approximately 550 children, aged at first scan from 10 days to 18 years and 3 months; min 3 timepoints

Keywords: sMRI, dMRI, MRS, newborn, infant, adolescent, longitudinal

3-12 years and adults, MRI, fMRI while watching movie

Keywords: pediatric, MRI, fMRI

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Main Fetal / Pediatric Atlas List

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22 to 38 weeks of gestation. 67 scans, 81 subjects. Brain tissue and structure labels (cortical gray matter, white matter, subcortical gray matter structures, CSF, lateral ventricles, brainstem, and cerebellum labels). Automated.

Keywords: fetal, atlas, labels, automated dMRI, T2w

spatiotemporal atlas, 23 to 37 weeks of gestation, from N = 80 subjects, T2w templates and tissue probability maps (brain mask, cortex, hemispheres, csf and ventricles)

Keywords: fetal, atlas, T2w, probability

spatiotemporal 4D atlas representing 28 to 44 weeks post-menstrual age at time of scan from N = 204 premature subjects

Keywords: postnatal, premature, atlas, T1w, T2w

From N = 153 newborns (29 to 44 weeks of gestation), six labels (cortex, white matter, subcortical gray matter, brainstem and cerebellum); average intensity template as well as the corresponding tissue probability map; kernel-based smoothing method

Keywords: newborns, segmentation, probability

spatio-temporal structural atlas for the neonatal brain; 87 labelled structures; from N=420 brain MR images, using ALBERTS and automated segmentation

Keywords: postnatal, premature, fullterm, atlas, T2w, segmentation

From 95 subjects using longitudinal images. Intensity model, segmentation model, probability map. Separate atlas constructed for three age groups (neonates, 1 year, 2 years)

Keywords: neonates, atlas, T1w, T2w, segmentation, probability, intensity

In 4.5-18.5 year age range, average T1w, T2w, PDw maps normalized between 0 and 100 and tissue probability maps, with values between 0 and 1. Source: NIHPD Objective 1

Keywords: T1w, T2w, tissue, template, pediatric, adolescent, atlas

9-15 years, multimodal/task/longitudinal fMRI, MEG, DNA, behaviour and genetics analyses. Project recent and still ongoing.

Keywords: pediatric, adolescent, atlas, fMRI, MEG, DNA, longitudinal, multimodal, quantification

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keeping track of publicly available pediatric brain MRI imaging datasets