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Katsushika Hokusai, 1830 Fuji

Hi 👋, I'm Emin

  • 🧠 PhD candidate in Predictive Clinical Neuroscience working on applying machine learning in psychiatry at Charité, Berlin.
  • 🏙️ Lives in Berlin, Germany.
  • 👨‍💻 Interested in: developing user-friendly toolboxes to facilitate ML in psychiatry, graph theory, brain imaging
  • 🌱 Currently learning: Federated Learning, Advanced Bayesian Methods.
  • 💬 Love to talk about: computer science, psychiatry, technology, blockchain.



🔨 Stack

Languages:

  • 🐍 Python
  • MATLAB

Packages:

  • 🤖 Machine Learning: scikit-learn, PyTorch, Keras
  • 📊 Visualization: Matplotlib, Seaborn

Emin Serin's Projects

brainnetcnn_personality icon 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

brainvolcnn icon brainvolcnn

BrainVolCNN: Volumetric-based CNN for Predicting Task Contrasts from Resting State Connectomes

brainvolcnn-paper icon brainvolcnn-paper

Code associated with the paper "BrainVolCNN – A Volumetric Convolutional Neural Network to Predict Task Contrasts from Resting-State Functional Connectivity"

deepconnectome icon deepconnectome

A python toolbox to make connectome-based predictions using BrainNetCNN.

eeganalysis icon eeganalysis

Steady state visual evoked potential and heartbeat evoked potential analyses.

fpvs_face icon fpvs_face

Self and familiar face presentation using Fast Periodic Visual Stimulation paradigm.

hbp icon hbp

Heartbeat Perception Task (Schandry, 1981)

nbs-predict icon nbs-predict

A prediction-based extension of network-based statistics.

nbspredict_springernature icon nbspredict_springernature

The repository for the chapter about NBS-Predict in “Methods for analyzing large neuroimaging datasets” by Springer Nature.

profumo-docker icon profumo-docker

Working and up-to-date Dockerfile for PRObabilistic FUnctional MOdes (PROFUMO, Harrison et al., 2015)

regfusionpy icon regfusionpy

Python implementation of Wu et al (2018)'s registration fusion

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