Emin Serin's repositories
NBS-Predict
A prediction-based extension of network-based statistics.
DeepConnectome
A python toolbox to make connectome-based predictions using BrainNetCNN.
eegAnalysis
Steady state visual evoked potential and heartbeat evoked potential analyses.
NBSPredict_SpringerNature
The repository for the chapter about NBS-Predict in “Methods for analyzing large neuroimaging datasets” by Springer Nature.
BrainNetCNN_Personality
Personality prediction from Human Connectome Project fMRI data using BrainNetCNN deep learning model (Kawahara et al. 2016). Project with Dr. Johann Kruschwitz, Division of Mind and Brain at Charite Medical University
DeepTaskGen
DeepTaskGen: Volumetric-based CNN for Predicting Task Contrasts from Resting State Connectome
deeptaskgen-models
This repository stores DeepTaskGen models trained and fine-tuned on various open datasets.
deeptaskgen-paper
Generating Synthetic Task-based Brain Fingerprints for Population Neuroscience using Deep Learning
HBP
Heartbeat Perception Task (Schandry, 1981)
personalWebsite
Academic Personal Website
PhaseScrambled
Phase Scrambled Image Generation using Dakin et. al. (2002)
profumo-docker
Working and up-to-date Dockerfile for PRObabilistic FUnctional MOdes (PROFUMO, Harrison et al., 2015)
regfusionpy
Python implementation of Wu et al (2018)'s registration fusion