DiscoverInfection and ImmunityHow machine learning pinpoints origin of Legionnaires’ disease
How machine learning pinpoints origin of Legionnaires’ disease

How machine learning pinpoints origin of Legionnaires’ disease

Update: 2024-02-16
Share

Description

Legionnaires’ disease made headlines in Australia at the beginning of the year due to an outbreak of the lung infection in Sydney’s city centre.


Fundamental to effective Legionnaires’ disease outbreak control is the ability to rapidly identify the environmental sources of the causative bacteria, Legionella pneumophila. Could artificial intelligence be the answer?


Dr. Andrew Buultjens is the lead author of a transformative study harnessing the power of machine learning to accurately pinpoint the origins of this bacteria.


Shownotes


Peer review article: Buultjens AH, Vandelannoote K, Mercoulia K, Ballard S, Sloggett C, Howden BP, Seemann T, Stinear TP. 0. High performance Legionella pneumophila source attribution using genomics-based machine learning classification. Appl Environ Microbiol 0:e01292-23.https://doi.org/10.1128/aem.01292-23


NSW Health Legionnaires' disease alert for Sydney CBD


Get in touch


Have a question or topic you'd like us to explore in a future episode? Contact us via email doherty-media@unimelb.edu.au


 

See omnystudio.com/listener for privacy information.

Comments 
00:00
00:00
x

0.5x

0.8x

1.0x

1.25x

1.5x

2.0x

3.0x

Sleep Timer

Off

End of Episode

5 Minutes

10 Minutes

15 Minutes

30 Minutes

45 Minutes

60 Minutes

120 Minutes

How machine learning pinpoints origin of Legionnaires’ disease

How machine learning pinpoints origin of Legionnaires’ disease

Doherty Institute