Skip to content
Fowler Lab
Fowler Lab

Predicting antibiotic resistance de novo

  • News
  • Research
    • Overview
    • Manifesto
    • Software
    • Reproducibility
    • Publications
  • Members
  • Teaching
  • Contact
    • PhDs
  • Wiki
Fowler Lab
Fowler Lab

Predicting antibiotic resistance de novo

DPhil in Computational Discovery

Philip Fowler, 23rd January 202323rd January 2023

I have a project advertised as part of the DPhil in Computational Discovery programme at the University of Oxford to start in October 2023. This programme is jointly run with IBM and benefits from their applied research in machine learning and other shared areas of interest.

The project (Project 6) aims to develop graph-based convolutional machine learning methods able to integrate protein structure, genetic, chemical and evolutional information and thence predict if specific alleles confer resistance to one (or more) antibiotics.

If that sounds interesting and you’d like to study it for your DPhil (i.e. PhD) with me, please apply to the programme directly as all  applications are handled centrally. Applications close on 1 March 2023.

Share this:

  • Click to share on X (Opens in new window) X
  • Click to share on Bluesky (Opens in new window) Bluesky
  • Click to email a link to a friend (Opens in new window) Email
  • Click to share on LinkedIn (Opens in new window) LinkedIn
  • Click to share on Mastodon (Opens in new window) Mastodon

Related

group

Post navigation

Previous post
Next post

Related Posts

antimicrobial resistance

New preprint: Predicting pyrazinamide resistance in M. tuberculosis using a graph convolutional network

29th October 202530th October 2025

In previous work we’ve used “traditional” machine-learning approaches, like XGBoost, to learn and therefore predict…

Share this:

  • Click to share on X (Opens in new window) X
  • Click to share on Bluesky (Opens in new window) Bluesky
  • Click to email a link to a friend (Opens in new window) Email
  • Click to share on LinkedIn (Opens in new window) LinkedIn
  • Click to share on Mastodon (Opens in new window) Mastodon
Read More
group

Third Dx4LMICs conference

3rd July 20257th July 2025

Most of us attended the third Diagnostics for Low- and Middle-Income Countries (Dx4LMICs) conference at Reuben…

Share this:

  • Click to share on X (Opens in new window) X
  • Click to share on Bluesky (Opens in new window) Bluesky
  • Click to email a link to a friend (Opens in new window) Email
  • Click to share on LinkedIn (Opens in new window) LinkedIn
  • Click to share on Mastodon (Opens in new window) Mastodon
Read More
group

Alice Brankin wins NDM Prize

18th November 202118th November 2021

Congratulations to Alice who last night was awarded an NDM prize for the work she’s…

Share this:

  • Click to share on X (Opens in new window) X
  • Click to share on Bluesky (Opens in new window) Bluesky
  • Click to email a link to a friend (Opens in new window) Email
  • Click to share on LinkedIn (Opens in new window) LinkedIn
  • Click to share on Mastodon (Opens in new window) Mastodon
Read More

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Privacy & Cookies: This site uses cookies. By continuing to use this website, you agree to their use.

To find out more, including how to control cookies, see here: Cookie Policy
    ©2026 Fowler Lab | WordPress Theme by SuperbThemes