Leveraging artificial intelligence in the fight against infectious diseases
Despite advances in molecular biology, genetics, computation, and medicinal chemistry,
infectious disease remains an ominous threat to public health. Addressing the challenges …
infectious disease remains an ominous threat to public health. Addressing the challenges …
Antimicrobial peptides: an update on classifications and databases
Antimicrobial peptides (AMPs) are distributed across all kingdoms of life and are an
indispensable component of host defenses. They consist of predominantly short cationic …
indispensable component of host defenses. They consist of predominantly short cationic …
Pseudomonas aeruginosa adaptation and evolution in patients with cystic fibrosis
Intense genome sequencing of Pseudomonas aeruginosa isolates from cystic fibrosis (CF)
airways has shown inefficient eradication of the infecting bacteria, as well as previously …
airways has shown inefficient eradication of the infecting bacteria, as well as previously …
Challenges and opportunities in sharing microbiome data and analyses
Microbiome data, metadata and analytical workflows have become 'big'in terms of volume
and complexity. Although the infrastructure and technologies to share data have been …
and complexity. Although the infrastructure and technologies to share data have been …
Accelerating antibiotic discovery through artificial intelligence
MCR Melo, JRMA Maasch… - Communications …, 2021 - nature.com
By targeting invasive organisms, antibiotics insert themselves into the ancient struggle of the
host-pathogen evolutionary arms race. As pathogens evolve tactics for evading antibiotics …
host-pathogen evolutionary arms race. As pathogens evolve tactics for evading antibiotics …
β-lactam Resistance in Pseudomonas aeruginosa: Current Status, Future Prospects
KA Glen, IL Lamont - Pathogens, 2021 - mdpi.com
Pseudomonas aeruginosa is a major opportunistic pathogen, causing a wide range of acute
and chronic infections. β-lactam antibiotics including penicillins, carbapenems …
and chronic infections. β-lactam antibiotics including penicillins, carbapenems …
Application of artificial intelligence in combating high antimicrobial resistance rates
Artificial intelligence (AI) is a branch of science and engineering that focuses on the
computational understanding of intelligent behavior. Many human professions, including …
computational understanding of intelligent behavior. Many human professions, including …
Artificial intelligence and machine learning assisted drug delivery for effective treatment of infectious diseases
In the era of antimicrobial resistance, the prevalence of multidrug-resistant microorganisms
that resist conventional antibiotic treatment has steadily increased. Thus, it is now …
that resist conventional antibiotic treatment has steadily increased. Thus, it is now …
Evolution and host-specific adaptation of Pseudomonas aeruginosa
The major human bacterial pathogen Pseudomonas aeruginosa causes multidrug-resistant
infections in people with underlying immunodeficiencies or structural lung diseases such as …
infections in people with underlying immunodeficiencies or structural lung diseases such as …
Applications of machine learning to the problem of antimicrobial resistance: an emerging model for translational research
Antimicrobial resistance (AMR) remains one of the most challenging phenomena of modern
medicine. Machine learning (ML) is a subfield of artificial intelligence that focuses on the …
medicine. Machine learning (ML) is a subfield of artificial intelligence that focuses on the …