Deep learning tools to accelerate antibiotic discovery

Author:

Cesaro Angela123,Bagheri Mojtaba123,Torres Marcelo123,Wan Fangping123,de la Fuente-Nunez Cesar123

Affiliation:

1. Machine Biology Group, Departments of Psychiatry and Microbiology, Institute for Biomedical Informatics, Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA

2. Departments of Bioengineering and Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, PhiladelphiaPA, USA

3. Penn Institute for Computational Science, University of Pennsylvania, Philadelphia, PA, USA

Funder

University of Pennsylvania

Langer Prize by the AIChE Foundation

Procter & Gamble Company, United Therapeutics

BBRF Young Investigator Grant

Nemirovsky Prize, Penn Health-Tech Accelerator Award

Dean’s Innovation Fund from the Perelman School of Medicine at the University of Pennsylvania

National Institute of General Medical Sciences of the National Institutes of Health

Defense Threat Reduction Agency

Publisher

Informa UK Limited

Subject

Drug Discovery

Reference119 articles.

1. Advanced delivery systems for peptide antibiotics

2. The value of antimicrobial peptides in the age of resistance

3. Global burden of bacterial antimicrobial resistance in 2019: a systematic analysis

4. The true death toll of COVID-19: estimating global excess mortality. 2023 [cited 2023 Jul 30]. Available from: https://www.who.int/data/stories/the-true-death-toll-of-covid-19-estimating-global-excess-mortality.

5. Comprehensive review of the WHO Global Action Plan on Antimicrobial Resistance : Evaluation brief. Sep 2021. Available from: https://www.Who.Int/Publications/m/Item/Comprehensive-Review-of-the-Who-Global-Action-Plan-on-Antimicrobial-Resistance-Evaluation-Brief-September-2021.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Antibiotic failure: Beyond antimicrobial resistance;Drug Resistance Updates;2023-11

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