New Application of Hyperspectral Imaging for Bacterial Cell Classification

Hoffmann S. Maculloch B. and Batz M. , Economic Burden of Major Foodborne Illnesses Acquired in the United States. USDA, ERS Report (2015). www.ers.usda.gov/publications/eib-eco-nomic-information-bulletin/eib140

Scharff R. , “State estimates for the annual cost of foodborne illness”, J. Food Prot. 78, 1064–1071 (2015). doi: https://doi.org/10.4315/0362-028X.JFP-14-505

Park B. Yoon S.C. Lee S. Sundaram J. Windham W. R. Hinton A. Jr and Lawrence K.C. , “Acousto-optic tunable filter hyperspectral microscope imaging for identifying foodborne pathogens”, Trans. ASABE 55, 1997–2006 (2012). doi: https://doi.org/10.13031/2013.42345

Eady M. Park B. and Choi S. , “Rapid and early detection of Salmonella serotypes with hyperspectral microscopy and multivariate data analysis”, J. Food Prot. 78, 668–674 (2015). doi: https://doi.org/10.4315/0362-028X.JFP-14-366

Park B. Windham W.R. Ladely S.R. Gurram P. Kwon H. Yoon S.C. Lawrence K.C. Narang N. and Cray W.C. , “Detection of non-0157 Shiga toxin-producing Escherichia coli (STEC) serotypes with hyperspectral microscope imaging”, Trans ASABE 57, 973–986 (2014). doi: https://doi.org/10.13031/trans.57.10367

Park B. Seo Y.W. Yoon S.C. Hinton A. Jr Windham W.R. and Lawrence K.C. , “Hyperspectral microscope imaging methods to classify gram-positive and gram-negative foodborne pathogenic bacteria”, Trans. ASABE 58, 5–16 (2015). doi: https://doi.org/10.13031/trans.58.10832

Eady M. and Park B. , “Classification of Salmonella enterica serotypes with selective bands using visible/NIR hyperspectral images”, J. Microscopy 263, 10–19 (2016). doi: https://doi.org/10.1111/jmi.12368

Seo Y.W. Park B. Hinton A. Jr Yoon S.C. and Lawrence K.C. , “Identification of Staphylococcus species with hyperspectral microscope imaging and classification algorithms”, J. Food Meas. Char. 10, 253–263 (2016). doi: https://doi.org/10.1007/s11694-015-9301-0

Habib I. De Zutter L. and Uyttendaele M. , “Campylobacter species”, in Food Microbiology: Fundamentals and Frontiers, 4th Edn. Ed by Doyle M. P. and Buchanan R. L. ASM Press (2013). doi: https://doi.org/10.1128/9781555818463.ch11