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masonkadem/README.md

Hi, I'm Mason 👋 https://linktr.ee/masonkadem

Professional Journey:

  • 🧠 Previously, a CS College Prof and the Head of AI at McMaster's Translational Vascular AI (vascularai.ca), and Founder at Research online (researchonline.ca)

  • 🚀 with interests that straddle applied AI, spaceflight, cognition and medicine

  • 📚 I’ve taught ML/AI, statistics, physiology, biomedical commercialization, intellectual property law, leadership, computer science, programming, cyber/information security, digital health and design projects in engineering to 1000s of students at multiple universities and colleges.

  • 🤝 I'm always happy to collaborate with government, industry and academia.

  • I'm the Author of 'Pearls and Perils of Machine Learning' (used in multiple academic courses)

📧 I'm easily reached via email.

Academic Journey:

I am a CIHR PhD Scholar in Computer Science and hold a Master of Applied Science in Biomedical Engineering (Interpretable Machine Learning, Clinical Decision Support; Faculty of Engineering, McMaster University) and a Master of Science in Neuroscience (Signal Processing, Attention; Schulich School of Medicine and Dentistry, Western University). I also earned an Honours Bachelor of Science in Psychology (Human-Computer Interaction, Remote physiological signal aquistion; Brain and Mind Institute, Western University). Beyond my degrees, I have certification in high performance computing (Compute Ontario), university teaching (Western University, and machine learning theory (University of Oxford). I'm also a MITACS accelerate entrepeneur, with featured papers in top-tier journals like IEEE and AAAI.

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  1. DistillingGraphNeuralNetworks DistillingGraphNeuralNetworks Public

    Python

  2. Interpretable-Medical-Machine-Learning Interpretable-Medical-Machine-Learning Public

    This project highlight responsible AI-human collaboration and identified accessible clinical features, together with clinically operable decision route, to accurately and rapidly predict patients a…

    Jupyter Notebook

  3. Pupillometry_analysis_size_tracking_saccades_behaviour Pupillometry_analysis_size_tracking_saccades_behaviour Public

    Pupillometry eye-link 1000 data acquisition, summarization, pre-processing, analysis and plotting.

    MATLAB 4 1

  4. XGBoost_Deep_Gridsearch XGBoost_Deep_Gridsearch Public

    Python

  5. MRI_analysis MRI_analysis Public

    This repository contains a Python-based DTI (Diffusion Tensor Imaging) processing pipeline that processes DICOM data, corrects for motion and distortions using FSL, fits a tensor model, and generat…

    Python 2

  6. RealTimeHeartRateMonitor RealTimeHeartRateMonitor Public

    RealTimeHeartRateMonitor is a Python application that leverages computer vision and signal processing techniques to estimate a user's heart rate in real-time using data obtained from a webcam.

    1