Shuxia Guo
Shuxia Guo
Leibniz Institute of Photonic Technology (IPHT)
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling
S Guo, J Popp, T Bocklitz
Nature protocols 16 (12), 5426-5459, 2021
Raman based molecular imaging and analytics: a magic bullet for biomedical applications!?
TW Bocklitz, S Guo, O Ryabchykov, N Vogler, J Popp
Analytical chemistry 88 (1), 133-151, 2016
Optimization of Raman-spectrum baseline correction in biological application
S Guo, T Bocklitz, J Popp
Analyst 141 (8), 2396-2404, 2016
Common mistakes in cross-validating classification models
S Guo, T Bocklitz, U Neugebauer, J Popp
Analytical Methods 9 (30), 4410-4417, 2017
Deep learning a boon for biophotonics?
P Pradhan, S Guo, O Ryabchykov, J Popp, TW Bocklitz
Journal of biophotonics 13 (6), e201960186, 2020
Comparability of Raman spectroscopic configurations: a large scale cross-laboratory study
S Guo, C Beleites, U Neugebauer, S Abalde-Cela, NK Afseth, F Alsamad, ...
Analytical chemistry 92 (24), 15745-15756, 2020
Analyzing Raman spectroscopic data
O Ryabchykov, S Guo, T Bocklitz
Physical Sciences Reviews 4 (2), 20170043, 2019
Modified PCA and PLS: Towards a better classification in Raman spectroscopy–based biological applications
S Guo, P Rösch, J Popp, T Bocklitz
Journal of Chemometrics 34 (4), e3202, 2020
Demonstration of carbon catabolite repression in naphthalene degrading soil bacteria via Raman spectroscopy based stable isotope probing
V Kumar BN, S Guo, T Bocklitz, P Rösch, J Popp
Analytical chemistry 88 (15), 7574-7582, 2016
Towards an improvement of model transferability for Raman spectroscopy in biological applications
S Guo, R Heinke, S Stöckel, P Rösch, T Bocklitz, J Popp
Vibrational Spectroscopy 91, 111-118, 2017
Extended multiplicative signal correction based model transfer for Raman spectroscopy in biological applications
S Guo, A Kohler, B Zimmermann, R Heinke, S Stöckel, P Rösch, ...
Analytical chemistry 90 (16), 9787-9795, 2018
Model transfer for Raman‐spectroscopy‐based bacterial classification
S Guo, R Heinke, S Stöckel, P Rösch, J Popp, T Bocklitz
Journal of Raman Spectroscopy 49 (4), 627-637, 2018
Deep learning for ‘artefact’removal in infrared spectroscopy
S Guo, T Mayerhöfer, S Pahlow, U Hübner, J Popp, T Bocklitz
Analyst 145 (15), 5213-5220, 2020
Spatiotemporal organization of biofilm matrix revealed by confocal Raman mapping integrated with non-negative matrix factorization analysis
XY Liu, S Guo, A Ramoji, T Bocklitz, P Rösch, J Popp, HQ Yu
Analytical chemistry 92 (1), 707-715, 2019
Monitoring deuterium uptake in single bacterial cells via two-dimensional Raman correlation spectroscopy
G Azemtsop Matanfack, M Taubert, S Guo, T Bocklitz, K Küsel, ...
Analytical chemistry 93 (21), 7714-7723, 2021
Influence of carbon sources on quantification of deuterium incorporation in heterotrophic bacteria: a Raman-stable isotope labeling approach
GA Matanfack, M Taubert, S Guo, R Houhou, T Bocklitz, K Küsel, ...
Analytical chemistry 92 (16), 11429-11437, 2020
Spectral reconstruction for shifted-excitation Raman difference spectroscopy (SERDS)
S Guo, O Chernavskaia, J Popp, T Bocklitz
Talanta 186, 372-380, 2018
Nondestructive 3D imaging and quantification of hydrated biofilm matrix by confocal Raman microscopy coupled with non-negative matrix factorization
XY Liu, S Guo, T Bocklitz, P Rösch, J Popp, HQ Yu
Water Research 210, 117973, 2022
Correction of mosaicking artifacts in multimodal images caused by uneven illumination
O Chernavskaia, S Guo, T Meyer, N Vogler, D Akimov, S Heuke, ...
Journal of Chemometrics 31 (6), e2901, 2017
Multimodal image analysis in tissue diagnostics for skin melanoma
S Guo, S Pfeifenbring, T Meyer, G Ernst, F von Eggeling, V Maio, D Massi, ...
Journal of Chemometrics 32 (1), e2963, 2018
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