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Easy and comprehensive assessment of predictive power, with support for neuroimaging features
Minimal scripts available for predictions on multiple datasets
fMRI Imaging Analysis
Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.
Python extension backed by a multi-threaded Rust implementation of Dynamic Time Warping (DTW).
group sequential tests for neuroimaging
Introduction to neuroimaging machine learning tool Nilearn
plot fMRI ROIs with different colors
Methods for estimating time-varying functional connectivity (TVFC)
Kurs zu fMRT-Datenanalyse mit Python (Sommersemester 2019). Eigenständige Erstellung von MRT-Viewern und DIY-Analyse von fMRT-Zeitverläufen und Aktivierungskarten mit Python.
Applying CNNs, Decoders, and Transfer Learning to distinguish the MRIs of heavy cannabis users vs. controls
Sex Classification based on Functional Connectivity using fMRI
My research project on applying ML to brain data to predict measures of cognitive abilities.
Pet Image Processing Functions using Python.
fMRI data analysis of long-covid patients
Predicting risky behavior in structural brain volume using the UK Biobank