PhD Student in Medical Imaging

University of Oxford

About Me

I am a final-year PhD student at the University of Oxford, striving to advance medical imaging through artificial intelligence. I work under the supervision of Prof. Alison Noble at the Institute of Biomedical Engineering and my research is part of the interdisciplinary PULSE (Perception Ultrasound by Learning Sonographic Experience) project, which aims to build machine learning systems that capture the expertise of sonographers in order to enable the widespread deployment of fetal ultrasound screenings.

I completed my B.Sc and M.Sc. degrees in mechanical engineering at ETH Zurich (Swiss Federal Institute of Technology), where I graduated with distinction in 2017. Before commencing my PhD, I worked as an intern at Siemens Healthcare (2015) and McKinsey & Company (2016), and as a research assistant at the Institute for Biomedical Engineering, ETH Zurich (2017). During my studies and internships I worked on research and engineering projects ranging from life support systems for space flight to magnetic resonance imaging (MRI) for cardiac and neuro applications.

Interests

  • Machine Learning & Deep Learning
  • Computer Vision
  • Medical Imaging (Ultrasound & MRI)

Education

  • Currently: PhD in Engineering Science, (graduating 2021)

    University of Oxford

  • MSc in Mechanical Engineering (Distinction), 2017

    ETH Zurich

  • BSc in Mechanical Engineering, 2014

    ETH Zurich

Publications

Spatio-Temporal Visual Attention Modelling of Standard Biometry Plane-Finding Navigation

Medical Image Analysis (2020).
Spatio-Temporal Visual Attention Modelling of Standard Biometry Plane-Finding Navigation

Projects

Google Scholar Tab Fixer

Browser extension that automatically converts the entries in Google Scholar profiles into proper links that can be opened in new tabs.

HackZurich Hackathon 2017

https://devpost.com/software/jred

Master Thesis: 5D Flow MRI

See our abstract: https://www.eventscribe.com/2019/SCMR/fsPopup.asp?Mode=presInfo&PresentationID=478828

LauzHack Hackathon 2017

https://devpost.com/software/intelligent-rescue

LauzHack Hackathon 2016

https://devpost.com/software/order-of-magnitude-cwjdx5

Refraction-corrected solar angles in MatLab

https://www.mathworks.com/matlabcentral/fileexchange/62180-sunriseset-lat-lng-utcoff-date-plot Compute accurate apparent sunrise, sunset and noon times in seconds, and solar angles based on NOAA formulas.