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wjn0/README.md

My name is Walter Nelson. I'm a PhD student at IST Austria, supervised by Francesco Locatello and co-supervised by Arthur Gretton at University College London. Right now, I'm mainly finding new ways to make better (use of) foundation models for vision problems in biology.

Most recently, I was a data scientist at the Centre for Data Science and Digital Health at Hamilton Health Sciences in Hamilton, Ontario, Canada. There, I mostly worked on applied machine learning for health.

You can find my publications on my Google Scholar profile. The code for many of them can be found below.

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  1. hamilton-health-sciences/warfarin hamilton-health-sciences/warfarin Public

    Optimizing warfarin dosing for patients with atrial fibrillation using deep reinforcement learning

    Python 2

  2. hamilton-health-sciences/nailfold hamilton-health-sciences/nailfold Public

    Predicting diabetes and complications from nailfold capillary images using deep learning

    Python 2 1

  3. hamilton-health-sciences/gpuls hamilton-health-sciences/gpuls Public

    Fast linear regression using PyTorch + GPUs

    Python

  4. Lightning-Universe/lightning-bolts Lightning-Universe/lightning-bolts Public

    Toolbox of models, callbacks, and datasets for AI/ML researchers.

    Python 1.7k 323