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Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!
Curr Opin Plant Biol. 2019 Aug;50:156-162. doi: 10.1016/j.pbi.2019.06.007. Epub 2019 Aug 3.
Curr Opin Plant Biol. 2019.
PMID: 31387067
Review.
Digital plant pathology: a foundation and guide to modern agriculture.
Kuska MT, Heim RHJ, Geedicke I, Gold KM, Brugger A, Paulus S.
Kuska MT, et al.
J Plant Dis Prot (2006). 2022;129(3):457-468. doi: 10.1007/s41348-022-00600-z. Epub 2022 Apr 28.
J Plant Dis Prot (2006). 2022.
PMID: 35502325
Free PMC article.
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Observation of plant-pathogen interaction by simultaneous hyperspectral imaging reflection and transmission measurements.
Thomas S, Wahabzada M, Kuska MT, Rascher U, Mahlein AK.
Thomas S, et al. Among authors: kuska mt.
Funct Plant Biol. 2016 Feb;44(1):23-34. doi: 10.1071/FP16127.
Funct Plant Biol. 2016.
PMID: 32480543
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Discovering coherency of specific gene expression and optical reflectance properties of barley genotypes differing for resistance reactions against powdery mildew.
Kuska MT, Behmann J, Namini M, Oerke EC, Steiner U, Mahlein AK.
Kuska MT, et al.
PLoS One. 2019 Mar 19;14(3):e0213291. doi: 10.1371/journal.pone.0213291. eCollection 2019.
PLoS One. 2019.
PMID: 30889193
Free PMC article.
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Monitoring wound healing in a 3D wound model by hyperspectral imaging and efficient clustering.
Wahabzada M, Besser M, Khosravani M, Kuska MT, Kersting K, Mahlein AK, Stürmer E.
Wahabzada M, et al. Among authors: kuska mt.
PLoS One. 2017 Dec 7;12(12):e0186425. doi: 10.1371/journal.pone.0186425. eCollection 2017.
PLoS One. 2017.
PMID: 29216188
Free PMC article.
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Spectral Patterns Reveal Early Resistance Reactions of Barley Against Blumeria graminis f. sp. hordei.
Kuska MT, Brugger A, Thomas S, Wahabzada M, Kersting K, Oerke EC, Steiner U, Mahlein AK.
Kuska MT, et al.
Phytopathology. 2017 Nov;107(11):1388-1398. doi: 10.1094/PHYTO-04-17-0128-R. Epub 2017 Sep 7.
Phytopathology. 2017.
PMID: 28665761
Free article.
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