AI-DRIVEN AUTOMATION IN DISK DIFFUSION FOR ANTIMICROBIAL SUSCEPTIBILITY TESTING

Registration ID: IJNRD_207825

Published ID: IJNRD2310387

DOI: Click Here to Get

PALAK RATHOD , PROF. SONIYA JAIN

Disk diffusion testing, Inhibition zone measurement, Computer vision, Image analysis, Deep learning, Neural network.

Antimicrobial susceptibility testing (AST) is a critical component of modern healthcare, underscoring the urgency for precise and swift detection of resistance patterns, guiding the judicious use of antimicrobial treatments through antimicrobial stewardship. Traditional clinical microbiology techniques, though accurate, suffer from time-consuming protocols and high costs, often compelling physicians to resort to empirical antimicrobial therapies. Recent advancements in AST systems exhibit superior testing speeds and the potential for a more profound understanding of resistance mechanisms, yet their clinical integration necessitates extensive validation. Given the escalating AMR crisis, it is imperative to invest in the development of innovative, rapid, accurate, and portable diagnostic strategy for AST.

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PALAK RATHOD & PROF. SONIYA JAIN (October-2023). AI-DRIVEN AUTOMATION IN DISK DIFFUSION FOR ANTIMICROBIAL SUSCEPTIBILITY TESTING . INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(10), d643-d652. https://ijnrd.org/papers/IJNRD2310387.pdf

Volume 8 Issue 10, October-2023

Pages : d643-d652

Paper Reg. ID: IJNRD_207825

Published Paper Id: IJNRD2310387

Downloads: 000121979

Research Area: Computer Engineering 

Country: Mehsana, Gujarat, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2310387.pdf

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Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

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