openneuro

EEG-DaSh: an open data, tool, and compute resource. a Python library and catalog for 700+ BIDS-first EEG, MEG, fNIRS, EMG, and iEEG datasets, ML-ready via PyTorch

An interactive 3D human brain explorer built with Next.js, React Three Fiber, and real OpenNeuro MRI data.

Honest dataset cards for public EEG/BCI datasets: leakage-aware baselines, chance/significance, per-class metrics, and MOABB + EEGDash metadata. Not medical software.

Machine learning study predicting depression, anxiety, stress, and anhedonia severity from behavioral and resting-state fMRI features in OpenNeuro ds005237.

EEG Data Analysis - TFM UdG

Conversion tools for paired 64mT and 3T MRI DICOM datasets to BIDS format (Hyperfine & Philips)

FSL fieldmap correction for GE two-echo (phase1/phase2) acquisitions, with documented limitations found on OpenNeuro ds000201

Reproducible longitudinal MRI analysis of cerebrovascular physiology around white matter hyperintensities

Multi-domain scientific dataset fetcher (neuroscience, biology, medical)

Open-data EEG pipeline for ageing, sleep and dementia (Python · MNE) — learning project, in progress

Single-subject structural MRI processing with CAT26 and SPM25, including tissue segmentation, QC, global volumes, and VBM preparation.

Single-subject dynamic FDG PET workflow with motion correction, SUVR, PETPVE12 partial-volume correction, regional analysis, and PSF QC.

End-to-end resting-state EEG pipeline classifying younger (20-34) vs. older (52-70) adults from 405 people in OpenNeuro ds005385: MNE-Python preprocessing, Welch spectral features and nested cross-validated gradient boosting (ROC AUC 0.90, permutation p < 0.01).

Single-subject methodological comparison of CAT26/SPM25 and FreeSurfer 7.4.1 on the same OpenNeuro T1-weighted MRI.

Congenitally blind AV scenes fMRI analysis (visual cortex / live-wire). Source: OpenNeuro ds002715 AVScenes_Blind.

Analysis code and results: subject-independent decoding of attended spatial location from fNIRS, with calibration curves and an eye-movement control (OpenNeuro ds004830 and ds007738)

Spatial-spectral graph transformer classifying Alzheimer's, frontotemporal dementia and controls from resting-state EEG (OpenNeuro ds004504), with subject-independent evaluation and baselines

Single-subject FreeSurfer 7.4.1 cortical reconstruction and morphometry using public OpenNeuro structural MRI data.

A principled tool to query open neuroimaging datasets, extract relevant information and create new datasets for research

Four independent analysis pipelines on one fMRI dataset: how far a whole-brain decoding map moves when the pipeline moves