Genomic surveillance for antimicrobial resistance—a One Health perspective

SP Djordjevic, VM Jarocki, T Seemann… - Nature Reviews …, 2024 - nature.com
Antimicrobial resistance (AMR)—the ability of microorganisms to adapt and survive under
diverse chemical selection pressures—is influenced by complex interactions between …

Application of machine learning to the monitoring and prediction of food safety: A review

X Wang, Y Bouzembrak, AO Lansink… - … Reviews in Food …, 2022 - Wiley Online Library
Abstract Machine learning (ML) has proven to be a useful technology for data analysis and
modeling in a wide variety of domains, including food science and engineering. The use of …

Emerging applications of machine learning in food safety

X Deng, S Cao, AL Horn - Annual Review of Food Science and …, 2021 - annualreviews.org
Food safety continues to threaten public health. Machine learning holds potential in
leveraging large, emerging data sets to improve the safety of the food supply and mitigate …

How can AI help improve food safety?

C Qian, SI Murphy, RH Orsi… - Annual Review of Food …, 2023 - annualreviews.org
With advances in artificial intelligence (AI) technologies, the development and
implementation of digital food systems are becoming increasingly possible. There is …

Molecular detection and characterization of foodborne bacteria: Recent progresses and remaining challenges

J Hadi, D Rapp, S Dhawan, SK Gupta… - … Reviews in Food …, 2023 - Wiley Online Library
The global food demand is expected to increase in the coming years, along with challenges
around climate change and food security. Concomitantly, food safety risks, particularly those …

The Avian Pathogenic Escherichia coli (APEC) pathotype is comprised of multiple distinct, independent genotypes

JW Mehat, AHM van Vliet, RM La Ragione - Avian Pathology, 2021 - Taylor & Francis
ABSTRACT Avian Pathogenic E. coli (APEC) is the causative agent of avian colibacillosis,
resulting in economic losses to the poultry industry through morbidity, mortality and carcass …

Salmonella and Salmonellosis: An Update on Public Health Implications and Control Strategies

Á Galán-Relaño, A Valero Díaz, B Huerta Lorenzo… - Animals, 2023 - mdpi.com
Simple Summary Salmonella is one of the most important zoonotic pathogen agents,
causing an estimated 93.8 million cases of gastroenteritis worldwide annually, with 155,000 …

Salmonella pathogenesis and host-adaptation in farmed animals

MP Stevens, RA Kingsley - Current opinion in microbiology, 2021 - Elsevier
Highlights•Genomic signatures of host-adaptation and virulence of Salmonella are
emerging.•Sequence analyses can aid the prediction of zoonotic risk and source …

A Machine Learning Model for Food Source Attribution of Listeria monocytogenes

CK Tanui, EO Benefo, S Karanth, AK Pradhan - Pathogens, 2022 - mdpi.com
Despite its low morbidity, listeriosis has a high mortality rate due to the severity of its clinical
manifestations. The source of human listeriosis is often unclear. In this study, we investigate …

Metagenomics-based approach to source-attribution of antimicrobial resistance determinants–identification of reservoir resistome signatures

ASR Duarte, T Röder, L Van Gompel… - Frontiers in …, 2021 - frontiersin.org
Metagenomics can unveil the genetic content of the total microbiota in different
environments, such as food products and the guts of humans and livestock. It is therefore …