Shuxia Guo

发表

Raman Based Molecular Imaging and Analytics: A Magic Bullet for Biomedical Applications!?

J. Popp, T. Bocklitz, Oleg Ryabchykov, 2016, Analytical chemistry.

T. Bocklitz, Oleg Ryabchykov, Shuxia Guo, 2018, Physical Sciences Reviews.

Demonstration of Carbon Catabolite Repression in Naphthalene Degrading Soil Bacteria via Raman Spectroscopy Based Stable Isotope Probing.

J. Popp, T. Bocklitz, P. Rösch, 2016, Analytical chemistry.

Nondestructive 3D imaging and quantification of hydrated biofilm matrix by confocal Raman microscopy coupled with non-negative matrix factorization.

Hanqing Yu, T. Bocklitz, P. Rösch, 2021, Water research.

Spatiotemporal Organization of Biofilm Matrix Revealed by Confocal Raman Mapping Integrated with Non-Negative Matrix Factorization Analysis.

Hanqing Yu, J. Popp, T. Bocklitz, 2019, Analytical chemistry.

Towards an improvement of model transferability for Raman spectroscopy in biological applications

Jürgen Popp, Thomas Bocklitz, Shuxia Guo, 2017 .

Monitoring Deuterium Uptake in Single Bacterial Cells via Two-Dimensional Raman Correlation Spectroscopy.

T. Bocklitz, P. Rösch, Shuxia Guo, 2021, Analytical chemistry.

Influence of Carbon Sources on Quantification of Deuterium Incorporation in Heterotrophic Bacteria: A Raman-Stable Isotope Labeling Approach.

J. Popp, T. Bocklitz, P. Rösch, 2020, Analytical chemistry.

Comprehensive Chemometrics

T. Bocklitz, Oleg Ryabchykov, Shuxia Guo, 2020, Comprehensive Chemometrics.

CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease

T. Bocklitz, P. Nordbeck, H. Baba, 2022, International journal of molecular sciences.

Modified PCA and PLS: Towards a better classification in Raman spectroscopy–based biological applications

J. Popp, T. Bocklitz, P. Rösch, 2020, Journal of Chemometrics.

Data Fusion of Histological and Immunohistochemical Image Data for Breast Cancer Diagnostics using Transfer Learning

Jürgen Popp, Thomas Bocklitz, Axel Niendorf, 2021, ICPRAM.

Optimization of Raman-spectrum baseline correction in biological application.

Jürgen Popp, Thomas Bocklitz, Shuxia Guo, 2016, The Analyst.

Vibrational spectroscopy as a powerful tool for follow-up immunoadsorption therapy treatment of dilated cardiomyopathy - a case report.

J. Popp, U. Neugebauer, T. Bocklitz, 2019, The Analyst.

Deep learning a boon for biophotonics?

Shuxia Guo, Juergen Popp, Oleg Ryabchykov, 2020, Journal of biophotonics.

Fiber-based SORS-SERDS system and chemometrics for the diagnostics and therapy monitoring of psoriasis inflammatory disease in vivo.

J. Popp, T. Bocklitz, M. Darvin, 2021, Biomedical optics express.

Development and Application of a Remote Monitoring System for Agricultural Machinery Operation in Conservation Tillage

Shuxia Guo, Changkai Wen, Zhijun Meng, 2022, Agriculture.

Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling

T. Bocklitz, Shuxia Guo, J. Popp, 2021, Nature Protocols.

Spectral reconstruction for shifted-excitation Raman difference spectroscopy (SERDS).

J. Popp, T. Bocklitz, Shuxia Guo, 2018, Talanta.

Extended Multiplicative Signal Correction Based Model Transfer for Raman Spectroscopy in Biological Applications.

J. Popp, A. Kohler, T. Bocklitz, 2018, Analytical chemistry.

Model transfer for Raman‐spectroscopy‐based bacterial classification

Jürgen Popp, Thomas Bocklitz, Petra Rösch, 2018 .

Chemometrics and statistical analysis in raman spectroscopy-based biological investigations

Shuxia Guo, 2018 .

Comparability of Raman Spectroscopic Configurations: A Large Scale Cross-Laboratory Study.

David I. Ellis, H. Byrne, R. Goodacre, 2020, Analytical chemistry.

Deep learning for 'artefact' removal in infrared spectroscopy.

J. Popp, T. Bocklitz, T. Mayerhöfer, 2020, The Analyst.

Common mistakes in cross-validating classification models

Jürgen Popp, Thomas Bocklitz, Ute Neugebauer, 2017 .

Vibrational Spectroscopic Investigation of Blood Plasma and Serum by Drop Coating Deposition for Clinical Application

J. Popp, U. Neugebauer, T. Bocklitz, 2021, International journal of molecular sciences.

Comparison of conventional and SERDS based Raman spectroscopy for bacterial identification

P. Leisching, T. Bocklitz, P. Rösch, 2022, Journal of Raman Spectroscopy.

Image enhancement to leverage the 3D morphological reconstruction of single-cell neurons

Hanchuan Peng, Xuan Zhao, Liya Ding, 2021, Bioinform..

Multimodal image analysis in tissue diagnostics for skin melanoma

Francesco S. Pavone, Jürgen Popp, Riccardo Cicchi, 2018 .

FLIM data analysis based on Laguerre polynomial decomposition and machine-learning

Jürgen Popp, Michael Schmitt, Tobias Meyer, 2021, Journal of biomedical optics.

Correction of mosaicking artifacts in multimodal images caused by uneven illumination

Tobias Meyer, Jürgen Popp, Sandro Heuke, 2017 .

Spectral reconstruction for shifted-excitation Raman difference spectroscopy (SERDS).

J. Popp, T. Bocklitz, Shuxia Guo, 2018, Talanta.

Extended Multiplicative Signal Correction Based Model Transfer for Raman Spectroscopy in Biological Applications.

J. Popp, A. Kohler, T. Bocklitz, 2018, Analytical chemistry.

Exploring the Steps of Infrared (IR) Spectral Analysis: Pre-Processing, (Classical) Data Modelling, and Deep Learning

T. Bocklitz, Shuxia Guo, Azadeh Mokari, 2023, Molecules.