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- W4281651231 abstract "Machine learning is a subfield of artificial intelligence which combines sophisticated algorithms and data to develop predictive models with minimal human interference. This chapter focuses on research that trains machine learning models to study antimicrobial resistance and to discover antimicrobial drugs. An emphasis is placed on applying machine learning models to detect drug resistance among bacterial and fungal pathogens. The role of machine learning in antibacterial and antifungal drug discovery and design is explored. Finally, the challenges and prospects of applying machine learning to advance basic research on and treatment of antimicrobial resistance are discussed. Overall, machine learning promises to advance antimicrobial resistance research and to facilitate the development of antibacterial and antifungal drugs." @default.
- W4281651231 created "2022-06-13" @default.
- W4281651231 creator A5035940262 @default.
- W4281651231 creator A5080252586 @default.
- W4281651231 creator A5047445142 @default.
- W4281651231 date "2022-09-14" @default.
- W4281651231 modified "2023-10-18" @default.
- W4281651231 title "Machine Learning for Antimicrobial Resistance Research and Drug Development" @default.
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