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Rapid antibiotic susceptibility testing based on bacterial motion patterns with long short-term memory neural networks

Antibiotic resistance is an increasing public health threat. To combat it, a fast method to determine the antibiotic susceptibility of infecting pathogens is required. Here we present an optical imaging-based method to track the motion of single bacterial cells and generate a model to classify activ...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:IEEE Sens J
Hauptverfasser: Iriya, Rafael, Jing, Wenwen, Syal, Karan, Mo, Manni, Chen, Chao, Yu, Hui, Haydel, Shelley E., Wang, Shaopeng, Tao, Nongjian
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7241544/
https://ncbi.nlm.nih.gov/pubmed/32440258
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JSEN.2020.2967058
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