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Using machine learning to predict antimicrobial resistance―a literature review
Machine learning (ML) algorithms are increasingly applied in medical research and in
healthcare, gradually improving clinical practice. Among various applications of these novel …
healthcare, gradually improving clinical practice. Among various applications of these novel …
Innovations in genomic antimicrobial resistance surveillance
Whole-genome sequencing of antimicrobial-resistant pathogens is increasingly being used
for antimicrobial resistance (AMR) surveillance, particularly in high-income countries …
for antimicrobial resistance (AMR) surveillance, particularly in high-income countries …
The burden of bacterial antimicrobial resistance in the WHO African region in 2019: a cross-country systematic analysis
Background A critical and persistent challenge to global health and modern health care is
the threat of antimicrobial resistance (AMR). Previous studies have reported a …
the threat of antimicrobial resistance (AMR). Previous studies have reported a …
[HTML][HTML] Antimicrobial stewardship in the hospital setting: a narrative review
H Giamarellou, L Galani, T Karavasilis, K Ioannidis… - Antibiotics, 2023 - mdpi.com
The increasing global threat of antibiotic resistance, which has resulted in countless fatalities
due to untreatable infections, underscores the urgent need for a strategic action plan. The …
due to untreatable infections, underscores the urgent need for a strategic action plan. The …
[HTML][HTML] Current uses and future perspectives of genomic technologies in clinical microbiology
I Bianconi, R Aschbacher, E Pagani - Antibiotics, 2023 - mdpi.com
Recent advancements in sequencing technology and data analytics have led to a
transformative era in pathogen detection and ty**. These developments not only expedite …
transformative era in pathogen detection and ty**. These developments not only expedite …
Next-generation sequencing and PCR technologies in monitoring the hospital microbiome and its drug resistance
C Cason, M D'Accolti, I Soffritti, S Mazzacane… - Frontiers in …, 2022 - frontiersin.org
The hospital environment significantly contributes to the onset of healthcare-associated
infections (HAIs), which represent one of the most frequent complications occurring in …
infections (HAIs), which represent one of the most frequent complications occurring in …
A comprehensive review on genomics, systems biology and structural biology approaches for combating antimicrobial resistance in ESKAPE pathogens …
In recent decades, antimicrobial resistance has been augmented as a global concern to
public health owing to the global spread of multidrug-resistant strains from different ESKAPE …
public health owing to the global spread of multidrug-resistant strains from different ESKAPE …
Artificial intelligence applications in the diagnosis and treatment of bacterial infections
X Zhang, D Zhang, X Zhang, X Zhang - Frontiers in Microbiology, 2024 - frontiersin.org
The diagnosis and treatment of bacterial infections in the medical and public health field in
the 21st century remain significantly challenging. Artificial Intelligence (AI) has emerged as a …
the 21st century remain significantly challenging. Artificial Intelligence (AI) has emerged as a …
Factors associated with plasmid antibiotic resistance gene carriage revealed using large-scale multivariable analysis
Plasmids are major vectors of bacterial antibiotic resistance, but understanding of factors
associated with plasmid antibiotic resistance gene (ARG) carriage is limited. We curated> …
associated with plasmid antibiotic resistance gene (ARG) carriage is limited. We curated> …
Genomic analysis of almost 8,000 Salmonella genomes reveals drivers and landscape of antimicrobial resistance in China
Y Wang, X Xu, B Zhu, N Lyu, Y Liu, S Ma… - Microbiology …, 2023 - journals.asm.org
Foodborne Salmonella infection remains a major public health concern worldwide. With
rising antimicrobial resistance, genomic surveillance is key to tracking outbreaks and …
rising antimicrobial resistance, genomic surveillance is key to tracking outbreaks and …