Full Text Journal Articles by
Author Matthew Eady

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Rapid Identification of Campylobacter Strains Cultured Under Aerobic Incubation Using Hyperspectral Microscope Imaging.

Matthew Eady, Bosoon Park, Arthur Hinton,

ABSTRACT:Campylobacter is an organism of concern for food safety and is one of the leading causes of foodborne bacterial gastroenteritis. This pathogen can be found in broiler chickens, and the level of allowable contamination of processed poultry is regulated by federal agency guidelines. Traditional methods for detecting and isolating this ... Read more >>

J. Food Prot. (Journal of food protection)
[2020, 83(3):405-411]

Cited: 0 times

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Classification of foodborne bacteria using hyperspectral microscope imaging technology coupled with convolutional neural networks‡.

Rui Kang, Bosoon Park, Matthew Eady, Qin Ouyang, Kunjie Chen,

Foodborne pathogens have become ongoing threats in the food industry, whereas their rapid detection and classification at an early stage are still challenging. To address early and rapid detection, hyperspectral microscope imaging (HMI) technology combined with convolutional neural networks (CNN) was proposed to classify foodborne bacterial species at the cellular ... Read more >>

Appl. Microbiol. Biotechnol. (Applied microbiology and biotechnology)
[2020, 104(7):3157-3166]

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Detection of Salmonella from chicken rinsate with visible/near-infrared hyperspectral microscope imaging compared against RT-PCR.

Matthew Eady, Gayatri Setia, Bosoon Park,

Salmonella is an organism of importance to the poultry industry with increasingly stringent government regulatory standards. Real-time polymerase chain reaction (RT-PCR) and plating procedures on nutrient enriched growth media have been the standard detection methods of Salmonella from broiler chicken carcasses for years. These methods are proven, but offer disadvantages ... Read more >>

Talanta (Talanta)
[2019, 195:313-319]

Cited: 1 time

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Rapid and early detection of Salmonella serotypes with hyperspectral microscopy and multivariate data analysis.

Matthew Eady, Bosoon Park, Sun Choi,

This study was designed to evaluate hyperspectral microscope images for early and rapid detection of Salmonella serotypes Enteritidis, Heidelberg, Infantis, Kentucky, and Typhimurium at incubation times of 6, 8, 10, 12, and 24 h. Images were collected by an acousto-optical tunable filter hyperspectral microscope imaging system with a metal halide ... Read more >>

J. Food Prot. (Journal of food protection)
[2015, 78(4):668-674]

Cited: 2 times

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