Emin Serin's Projects
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
BrainVolCNN: Volumetric-based CNN for Predicting Task Contrasts from Resting State Connectomes
Code associated with the paper "BrainVolCNN – A Volumetric Convolutional Neural Network to Predict Task Contrasts from Resting-State Functional Connectivity"
A python toolbox to make connectome-based predictions using BrainNetCNN.
Steady state visual evoked potential and heartbeat evoked potential analyses.
Config files for my GitHub profile.
Self and familiar face presentation using Fast Periodic Visual Stimulation paradigm.
Heartbeat Perception Task (Schandry, 1981)
Python port of MIGP
A prediction-based extension of network-based statistics.
The repository for the chapter about NBS-Predict in “Methods for analyzing large neuroimaging datasets” by Springer Nature.
Academic Personal Website
Phase Scrambled Image Generation using Dakin et. al. (2002)
Working and up-to-date Dockerfile for PRObabilistic FUnctional MOdes (PROFUMO, Harrison et al., 2015)
Python implementation of Wu et al (2018)'s registration fusion