Near infrared spectroscopy integrated with chemometrics for rapid detection of E. coli ATCC 25922 and E. coli K12

Sensors and Actuators, B: Chemical

Volumn 148, Issue 2, 2010, Pages 366-370

  Siripatrawan, U ^a   Makino, Y ^b   Kawagoe, Y ^b   Oshita, S ^b  

^a CHULALONGKORN UNIVERSITY   (Thailand)

^b UNIVERSITY OF TOKYO   (Japan)

Author keywords

Artificial neural network; Chemometrics; E. coli; Rapid method; Vibrational spectroscopy

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CELL CONCENTRATIONS; CHEMOMETRICS; COLONY FORMING UNITS; E. COLI; FACTOR ANALYSIS; GROWTH STAGES; LEVENBERG-MARQUARDT ALGORITHM; LIQUID MEDIA; MULTI-LAYER PERCEPTRONS; NIR SPECTRUM; RAPID DETECTION; RAPID METHOD; REGRESSION COEFFICIENT; SAMPLE CLASSIFICATION; SAMPLE PREPARATION; SPECTRAL DATA; TRAINING FUNCTION;

DATA FLOW ANALYSIS; DATA REDUCTION; ESCHERICHIA COLI; INFRARED DEVICES; INFRARED SPECTROSCOPY; NEAR INFRARED SPECTROSCOPY; PATTERN RECOGNITION SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; SPECTRUM ANALYSIS; VIBRATIONAL SPECTROSCOPY;

NEURAL NETWORKS;

EID: 77955308245     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2010.05.024     Document Type: Article

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