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Thomas Bocklitz
Thomas Bocklitz
Autres nomsThomas W. Bocklitz
Head of Leibniz-IPHT department "Photonic Data Science"
Adresse e-mail validée de posteo.net
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Année
Sample size planning for classification models
C Beleites, U Neugebauer, T Bocklitz, C Krafft, J Popp
Analytica chimica acta 760, 25-33, 2013
5532013
Tracking heavy water (D2O) incorporation for identifying and sorting active microbial cells
D Berry, E Mader, TK Lee, D Woebken, Y Wang, D Zhu, M Palatinszky, ...
Proceedings of the National Academy of Sciences 112 (2), E194-E203, 2015
4632015
How to pre-process Raman spectra for reliable and stable models?
T Bocklitz, A Walter, K Hartmann, P Rösch, J Popp
Analytica chimica acta 704 (1-2), 47-56, 2011
3272011
Tumour cell identification by means of Raman spectroscopy in combination with optical traps and microfluidic environments
S Dochow, C Krafft, U Neugebauer, T Bocklitz, T Henkel, G Mayer, ...
Lab on a Chip 11 (8), 1484-1490, 2011
2422011
Label‐free molecular imaging of biological cells and tissues by linear and nonlinear Raman spectroscopic approaches
C Krafft, M Schmitt, IW Schie, D Cialla‐May, C Matthäus, T Bocklitz, ...
Angewandte Chemie International Edition 56 (16), 4392-4430, 2017
2312017
Surface-enhanced Raman spectroscopy and microfluidic platforms: challenges, solutions and potential applications
IJ Jahn, O Žukovskaja, XS Zheng, K Weber, TW Bocklitz, D Cialla-May, ...
Analyst 142 (7), 1022-1047, 2017
2062017
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
1752021
Identification and differentiation of single cells from peripheral blood by Raman spectroscopic imaging
U Neugebauer, JH Clement, T Bocklitz, C Krafft, J Popp
Journal of biophotonics 3 (8‐9), 579-587, 2010
1602010
Towards detection and identification of circulating tumour cells using Raman spectroscopy
U Neugebauer, T Bocklitz, JH Clement, C Krafft, J Popp
Analyst 135 (12), 3178-3182, 2010
1362010
Toward a spectroscopic hemogram: Raman spectroscopic differentiation of the two most abundant leukocytes from peripheral blood
A Ramoji, U Neugebauer, T Bocklitz, M Foerster, M Kiehntopf, M Bauer, ...
Analytical chemistry 84 (12), 5335-5342, 2012
1332012
Towards a quantitative SERS approach–online monitoring of analytes in a microfluidic system with isotope‐edited internal standards
A März, KR Ackermann, D Malsch, T Bocklitz, T Henkel, J Popp
Journal of biophotonics 2 (4), 232-242, 2009
1202009
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
1092016
LOC-SERS: A promising closed system for the identification of mycobacteria
A Mühlig, T Bocklitz, I Labugger, S Dees, S Henk, E Richter, S Andres, ...
Analytical chemistry 88 (16), 7998-8004, 2016
1052016
Optimization of Raman-spectrum baseline correction in biological application
S Guo, T Bocklitz, J Popp
Analyst 141 (8), 2396-2404, 2016
1042016
Trends in artificial intelligence, machine learning, and chemometrics applied to chemical data
R Houhou, T Bocklitz
Analytical Science Advances 2 (3-4), 128-141, 2021
992021
Deep learning for Raman spectroscopy: a review
R Luo, J Popp, T Bocklitz
Analytica 3 (3), 287-301, 2022
982022
Spatial resolution of tip-enhanced Raman spectroscopy–DFT assessment of the chemical effect
F Latorre, S Kupfer, T Bocklitz, D Kinzel, S Trautmann, S Gräfe, V Deckert
Nanoscale 8 (19), 10229-10239, 2016
972016
A comprehensive study of classification methods for medical diagnosis
T Bocklitz, M Putsche, C Stüber, J Käs, A Niendorf, P Rösch, J Popp
Journal of Raman Spectroscopy: An International Journal for Original Work in …, 2009
952009
Common mistakes in cross-validating classification models
S Guo, T Bocklitz, U Neugebauer, J Popp
Analytical Methods 9 (30), 4410-4417, 2017
942017
Automatization of spike correction in Raman spectra of biological samples
O Ryabchykov, T Bocklitz, A Ramoji, U Neugebauer, M Foerster, ...
Chemometrics and Intelligent Laboratory Systems 155, 1-6, 2016
922016
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