cv

For a more detailed CV, download the pdf to the right.

Basics

Name Liam Burrows
Label Research Associate
Email lb2668@bath.ac.uk
Url https://liamburrows.github.io

Work

  • 2023.11 - Present
    Research Associate
    University of Bath
    Development of an AI based tool for screening of pulmonary hypertension in routine computed tomography pulmonary angiograms (CTPA).
    • Image Segmentation
    • Statistical Shape Methods
    • Morphometric Analysis
    • Deep Learning
  • 2022.03 - 2023.04
    Research Associate
    University of Liverpool
    Developed medical image segmentation and registration methods in collaboration with The Walton Centre NHS Trust and AstraZeneca for disease tracking.
    • Image Segmentation
    • Image Registration
    • Variational Methods
    • Deep Learning

Education

  • 2017.10 - 2021.12

    Liverpool, UK

    PhD in Mathematics
    University of Liverpool, United Kingdom
    Variational and Deep Learning Methods for Selective Segmentation
    • Image Segmentation
    • Image Registration
  • 2013.09 - 2017.05

    Liverpool, UK

    MMATH Mathematics
    University of Liverpool, United Kingdom
    • Calculus
    • Linear Algebra
    • Classical Mechanics
    • Quantum Mechanics
    • Quantum Field Theory
    • Fluid Dynamics
    • Differential Geometry

Skills

Programming Languages & Packages
Python
MATLAB
C++
LaTeX
Pytorch
Tensorflow, Keras
NumPy, SciPy
Pandas, Scikit-Learn
OpenCV
Skills
Image Segmentation
Image Registration
Deep Learning
Convolutional Neural Networks (CNNs), UNet
Transformers (ViT)
Variational Methods
Variational Calculus
Convex Optimisation
Numerical Methods