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eminSerin/README.md

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

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  1. NBS-Predict NBS-Predict Public

    A prediction-based extension of network-based statistics.

    MATLAB 30 6

  2. DeepTaskGen DeepTaskGen Public

    DeepTaskGen: Volumetric-based CNN for Predicting Task Contrasts from Resting State Connectome

    Python

  3. DeepConnectome DeepConnectome Public

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

    Python 6