Lucas Farndale

CRUK Scotland Institute - University of Glasgow - University of Edinburgh

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CRUK Beatson Institute

Switchback Rd

Glasgow, G61 1BD

Hi, I’m Lucas. My research involves developing deep learning methods to solve problems in cancer research.

I’m part of the Insall lab at the Cancer Research UK Scotland Institute, and the Yuan lab in the University of Glasgow’s School of Computing Science. Before starting my PhD, I received an MSci Mathematics degree (1st class hons) from the University of Glasgow and contributed to research in mathematical biology.

Selected Publications

  1. More from Less: Self-supervised Knowledge Distillation for Routine Histopathology Data
    Lucas FarndaleRobert Insall, and Ke Yuan
    In Machine Learning in Medical Imaging, 2023
  2. TriDeNT: Triple Deep Network Training for Privileged Knowledge Distillation in Histopathology
    Lucas FarndaleRobert Insall, and Ke Yuan
    arXiv preprint arXiv:2312.02111, 2023
  3. Synthetic Privileged Information Enhances Medical Image Representation Learning
    Lucas Farndale, Chris Walsh, Robert Insall, and 1 more author
    arXiv preprint arXiv:2403.05220, 2024