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florencejt/README.md

Florence Townend

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I’m a PhD student at University College London working on AI applied to healthcare.

Specificially my project is: AI-powered multi-modal data fusion for Motor Neurone Disease prognosis

You can reach me on twitter at @florencetownend and by email florence.townend.21@ucl.ac.uk

📓 What’s on my GitHub?

  • 🌸 Fusilli 🌸
  • Notebooks exploring ML applied to public healthcare datasets
  • Projects from my undergraduate degree in Engineering Mathematics from University of Bristol

🗣️ Languages

  • Python: PyTorch, pandas, numpy, etc
  • MySQL
  • MATLAB
  • C

🌀 Methods

  • Deep learning (CNNs, attention mechanisms, VAEs, GANs)
  • Traditional ML (SVM, RF)
  • Neuroimaging preprocessing

Pinned

  1. fusilli fusilli Public

    A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸

    Python 146 12

  2. multichannel-VAE-survival-classification multichannel-VAE-survival-classification Public

    Implementing the multi-channel variational autoencoder for survival time data fusion

    Jupyter Notebook