Project: Machine learning for digital diagnostics of antimicrobial resistance

Acronym	MAGITICS (Reference Number: JPIAMR_2019_P011)
Duration	01/10/2019 - 30/09/2022
Project Topic	The discovery of antimicrobial agents was one of the great triumphs of the 20th century. The sobering news is that antibiotic resistance was part of the process as well. If nothing is done by 2050, AMR will cost $100 trillion with 10M people/year expected to die (https://amr-review.org). Factors driving AMR extend beyond human healthcare with implications in veterinary medicine, agriculture and the environment (the One Health approach). New and improved approaches for tackling AMR include better surveillance; rational drug use, different business model for generating antibiotics, innovation at all levels and most importantly a global approach. This transnational team grant proposal is tasked to apply new machine learning approaches for modelling AMR for faster diagnosis, better surveillance and prediction of resistance emergence. Specifically, we will develop machine learning implementation that can orient the selection of treatments by assessing the level of resistance, provide rational for the generation of novel antibiotics, and assist in the surveillance of human and livestock AMR around the globe. To achieve this, we have assembled a transnational team (Canada, China, Finland, France) with complementary skills with demonstrated expertise in machine learning applied to both genomics and metabolomics and AMR domain experts. Our transnational team has all the elements to be highly impactful and to continue collaborating well past the JPIAMR funding period. The complementarity of our expertise will help us tackle the challenges ahead and ensure our continued success.
Project Results (after finalisation)
Website	visit project website
Network	JPI AMR
Call	9th Joint Call of JPIAMR

Project partner

Number	Name	Role	Country
1	Université Laval	Coordinator	Canada
2	Institute of Microbiology, Chinese Academy of Sciences	Partner	China
3	Aalto University	Partner	Finland
4	Université de Bordeaux	Partner	France