A cost-effective system for automated early antimicrobial susceptibility testing using deep learning

2021 ◽  
Author(s):  
Calvin Brown ◽  
Derek Tseng ◽  
Paige M. K. Larkin ◽  
Susan Realegeno ◽  
Leanne Mortimer ◽  
...  
Keyword(s):  
Deep Learning ◽  
Antimicrobial Susceptibility ◽  
Susceptibility Testing ◽  
Cost Effective ◽  
Antimicrobial Susceptibility Testing ◽  
Effective System

scholarly journals Automated, Cost-Effective Optical System for Accelerated Antimicrobial Susceptibility Testing (AST) Using Deep Learning

ACS Photonics ◽  
2020 ◽  
Vol 7 (9) ◽  
pp. 2527-2538
Author(s):  
Calvin Brown ◽  
Derek Tseng ◽  
Paige M. K. Larkin ◽  
Susan Realegeno ◽  
Leanne Mortimer ◽  
...  
Keyword(s):  
Deep Learning ◽  
Optical System ◽  
Antimicrobial Susceptibility ◽  
Susceptibility Testing ◽  
Cost Effective ◽  
Antimicrobial Susceptibility Testing

Phenotypic Antimicrobial Susceptibility Testing with Deep Learning Video Microscopy

2018 ◽  
Vol 90 (10) ◽  
pp. 6314-6322 ◽  
Author(s):  
Hui Yu ◽  
Wenwen Jing ◽  
Rafael Iriya ◽  
Yunze Yang ◽  
Karan Syal ◽  
...  
Keyword(s):  
Deep Learning ◽  
Antimicrobial Susceptibility ◽  
Susceptibility Testing ◽  
Video Microscopy ◽  
Antimicrobial Susceptibility Testing

Deep Learning Analysis of Vibrational Spectra of Bacterial Lysate for Rapid Antimicrobial Susceptibility Testing

ACS Nano ◽  
2020 ◽  
Vol 14 (11) ◽  
pp. 15336-15348
Author(s):  
William John Thrift ◽  
Sasha Ronaghi ◽  
Muntaha Samad ◽  
Hong Wei ◽  
Dean Gia Nguyen ◽  
...  
Keyword(s):  
Deep Learning ◽  
Vibrational Spectra ◽  
Antimicrobial Susceptibility ◽  
Susceptibility Testing ◽  
Antimicrobial Susceptibility Testing ◽  
Bacterial Lysate ◽  
Learning Analysis

scholarly journals Correction to “Phenotypic Antimicrobial Susceptibility Testing with Deep Learning Video Microscope”

2018 ◽  
Vol 90 (12) ◽  
pp. 7784-7784 ◽  
Author(s):  
Hui Yu ◽  
Wenwen Jing ◽  
Rafael Iriya ◽  
Yunze Yang ◽  
Karan Syal ◽  
...  
Keyword(s):  
Deep Learning ◽  
Antimicrobial Susceptibility ◽  
Susceptibility Testing ◽  
Antimicrobial Susceptibility Testing ◽  
Video Microscope

Pretreatment antimicrobial susceptibility testing is cost saving in the eradication of

2003 ◽  
Vol 1 (4) ◽  
pp. 273-278 ◽  
Author(s):  
Marco Romano ◽  
Riccardo Marmo ◽  
Antonio Cuomo ◽  
Teresa De Simone ◽  
Caterina Mucherino ◽  
...  
Keyword(s):  
Cost Saving ◽  
Antimicrobial Susceptibility ◽  
Susceptibility Testing ◽  
Antimicrobial Susceptibility Testing

NGHIÊN CỨU SỰ NHẠY CẢM VỚI KHÁNG SINH CỦA MỘT SỐ CHỦNG VI KHUẨN GÂY VIÊM ĐƯỜNG HÔ HẤP CẤP Ở TRẺ EM DƯỚI 6 TUỔI TẠI BỆNH VIỆN NHI THANH HÓA 2009 - 2014

2020 ◽  
Vol 4 (3) ◽  
Author(s):  
Hoai Do Ngoc
Keyword(s):  
Antimicrobial Susceptibility ◽  
Susceptibility Testing ◽  
Antimicrobial Susceptibility Testing ◽  
High Rate ◽  
Isolation Rate

From 43.574 fluid nasopharynx speciments of  the chidren inpatient under six we isolated total 21.769 types bacteria with isolation rate : 49.95%. In which the highest isolation rate for H. influenza, S. pneumoniae and M. catarrhalis were 13,94%; 7,11%; 1,43% respectively. Antimicrobial susceptibility testing shown all the types of  for H. influenza, S. pneumoniae and M. catarrhalis good susses to Fosphomycine, S. pneumoniae and M. catarrhalis good susses to Imipenem, H. influenza good susses to Azithromycine, S. pneumoniae good susses to Penicilline and Piperacilline, M. catarrhalis good susses to Tobramycine and Ofloxacine. All of  H. influenza, S. pneumoniae and M. catarrhalis were reported resistance to Tri/Sulpha, Chloramphenicol, Erythromycine in high rate.

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