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[Biolog 웨비나] 피노타입마이크로어레이 & 머신러닝을 이용한 항생물질 작용 메커니즘의 이해
인성크로마텍(주)
Date : 2020.05.04


 

피노타입마이크로어레이 & 머신러닝을 이용한 항생물질 작용 메커니즘의 이해

(Understanding Antibiotic Mechanism of Action with Phenotype Microarrays™ and Machine Learning)

  


 

• Presented By :  Jason H. Yang, Ph.D., Assistant Professor and Chancellor Scholar Department of Microbiology, Biochemistry and 

                     Molecular Genetics Ruy V. Lourenço Center for Emerging and Re-Emerging Pathogens Rutgers New Jersey 

                     Medical School

• Presented Live : April 29, 2020   

 

 

Collected phenotypic changes with 3 Antibiotics and Biolog Phenotype MicroArray™ Plates for C, N, P, and S metabolism.


Extracted and verified predictions of Mode of Killing using models of cell metabolism

 

WhiteBox Machine Learning.PNG

 


Webinar Topics Include

•  Need for better methods to determine Antibiotic Mode of Action

•  Surveying many metabolic parameters efficiently with Phenotype MicroArray plates

•  The novel “White Box” analysis and advantages compared to a “Black Box” analysis

•  Methods for independent verification of model predictions