Colony Fingerprint-Based Discrimination of Staphylococcus species with Machine Learning Approaches

Colony Fingerprint-Based Discrimination of Staphylococcus species with Machine Learning Approaches

Detection and discrimination of bacteria are crucial in a wide range of industries, including clinical testing, and food and beverage production. Staphylococcus species cause various diseases, and are frequently detected in clinical specimens and food products. In particular, S. aureus is well known...

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Bibliographic Details
Main Authors: Yoshiaki Maeda, Yui Sugiyama, Atsushi Kogiso, Tae-Kyu Lim, Manabu Harada, Tomoko Yoshino, Tadashi Matsunaga, Tsuyoshi Tanaka
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Sensors
Subjects:
colony fingerprinting
Staphylococcus species
machine learning
lens-less imaging
Online Access:http://www.mdpi.com/1424-8220/18/9/2789

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