Alexander L. Jenkins

Imperial College London. PhD Student.

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Floor 8, Department of EEE

Exhibition Rd, South Kensington

London, SW7 2BX

Hello! I’m Alex, a PhD student at Imperial College London on the UKRI AI for Healthcare CDT researching graph signal processing and probabilistic generative models for multi-channel time-series data analysis. I am researching in the labs of Professor Danilo Mandic and Dr Fu Siong Ng. Specifically, I am tackling the problem of visualising electrical activity over the heart surface for patients with atrial fibrillation. You can read about my research problem in this short article recently featured in Forbes.

Prior to starting my PhD, I completed Master of Physics and Master of Philosophy degrees at the University of Manchester, where I focussed on AI and causal inference in radiotherapy. I also led the strategic data analysis for the design of a new radiotherapy machine for low- and middle-income countries as Research Assistant at the University of Oxford, and I worked as a data scientist in finance and at a medical imaging start-up.

I am passionate about AI in healthcare; from both the technical and the business sides. So on here, expect some updates regarding my work in this area, some tutorials on topics I am trying to get my head around, and blog posts about new tech, new business and investing in healthcare, featuring the weird and wonderful that I find interesting.

news

Jun 20, 2023 My work with Zehua Chen on ECG imputation, ‘PulseDiff’, was accepted as poster at ICML 2023’s Interpretable Machine Learning in Healthcare workshop.
Mar 16, 2023 My PhD research was featured in Forbes, check it out here!
Feb 1, 2023 My work on using graph ML for group formation was accepted at AAAI 2023’s AI in Education workshop!
Sep 7, 2021 Presented my work on ‘high-dimensional causal inference’ at the Royal Statistical Society conference 2021 in Manchester, UK.
Jun 7, 2020 Master of Physics thesis was awarded the best poster award in the Physics and Imaging in Radiation Oncology section at this year’s European Society for Radiotherapy and Oncology (ESTRO) conference!