Thomas Bocklitz

发表

Separation of CARS image contributions with a Gaussian mixture model.

Jürgen Popp, Peter Schelkens, Nadine Vogler, 2010, Journal of the Optical Society of America. A, Optics, image science, and vision.

Correction of mosaicking artifacts in multimodal images caused by uneven illumination

Tobias Meyer, Jürgen Popp, Sandro Heuke, 2017 .

Raman spectroscopy-based identification of toxoid vaccine products

Thomas Bocklitz, Isabelle Bekeredjian-Ding, Anja Silge, 2018, npj Vaccines.

Diagnostics of tumor cells by combination of Raman spectroscopy and microfluidics

Jürgen Popp, Christoph Krafft, Joachim H. Clement, 2011, European Conference on Biomedical Optics.

Leukocyte subtypes classification by means of image processing

Jürgen Popp, Michael Bauer, Stefan Hagel, 2016, 2016 Federated Conference on Computer Science and Information Systems (FedCSIS).

Biomedical imaging by means of linear and non-linear Raman microspectroscopy

Tobias Meyer, Ines Latka, Jürgen Popp, 2010, Photonics Europe.

Multimodal image analysis in tissue diagnostics for skin melanoma

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

Raman-Spectroscopy Based Cell Identification on a Microhole Array Chip

Jürgen Popp, Christoph Krafft, Joachim H. Clement, 2014, Micromachines.

Richard G. Brereton: Chemometrics: data driven extraction for science, 2nd ed.

Thomas Bocklitz, 2019, Analytical and Bioanalytical Chemistry.

Non-linear multimodal imaging for disease diagnostics and treatment monitoring

Jürgen Popp, Michael Schmitt, Tobias Meyer, 2017, Other Conferences.

Raman spectroscopic characterization of single cells

Jürgen Popp, Thomas Bocklitz, Petra Rösch, 2010, BiOS.

Multiplex coherent anti-Stokes Raman scattering microspectroscopy of brain tissue with higher ranking data classification for biomedical imaging

Jürgen Popp, Matthias Kirsch, Gabriele Schackert, 2017, Journal of biomedical optics.

A comprehensive study of classification methods for medical diagnosis

Jürgen Popp, Thomas Bocklitz, Petra Rösch, 2009 .

Recursive feature elimination in Raman spectra with support vector machines

Jürgen Popp, Bernd Kampe, Thomas Bocklitz, 2017 .

Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based Approach

Thomas Bocklitz, T. Bocklitz, 2019, ICPRAM.

Combined fiber probe for fluorescence lifetime and Raman spectroscopy (Conference Presentation)

Laura Marcu, Ines Latka, Jürgen Popp, 2016, SPIE BiOS.

Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based Application

Michael Schmitt, Tobias Meyer, Thomas Bocklitz, 2019, ICPRAM.

Image Processing in Biomedical Diagnosis.

Robert Koprowski, Thomas Bocklitz, 2016, Journal of biophotonics.

Multimodal nonlinear microscopy of biopsy specimen: towards intraoperative diagnostics (Conference Presentation)

Michael Schmitt, Tobias Meyer, Thomas Bocklitz, 2016, SPIE BiOS.

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

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

RAMANMETRIX: a delightful way to analyze Raman spectra

Thomas Bocklitz, Oleg Ryabchykov, Darina Storozhuk, 2022, 2201.07586.

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

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

Computational tissue staining of non-linear multimodal imaging using supervised and unsupervised deep learning

Michael Schmitt, Juergen Popp, Tobias Meyer, 2021, Biomedical optics express.

Raman spectroscopic detection of physiology changes in plasmid-bearing Escherichia coli with and without antibiotic treatment

Jürgen Popp, Thomas Bocklitz, Petra Rösch, 2011, Analytical and bioanalytical chemistry.

Tumour cell identification by means of Raman spectroscopy in combination with optical traps and microfluidic environments.

Jürgen Popp, Christoph Krafft, Thomas Bocklitz, 2011, Lab on a chip.

Novel workflow for combining Raman spectroscopy and MALDI-MSI for tissue based studies

Franziska Hoffmann, Jürgen Popp, Michael Schmitt, 2015, Analytical and Bioanalytical Chemistry.

Checking and Improving Calibration of Raman Spectra using Chemometric Approaches

Jürgen Popp, Michael Schmitt, Thomas Bocklitz, 2011 .

How to pre-process Raman spectra for reliable and stable models?

Jürgen Popp, Thomas Bocklitz, Petra Rösch, 2011, Analytica chimica acta.

Identification and differentiation of single cells from peripheral blood by Raman spectroscopic imaging

Jürgen Popp, Christoph Krafft, Thomas Bocklitz, 2010, Journal of biophotonics.

Automatization of spike correction in Raman spectra of biological samples

Juergen Popp, Thomas Bocklitz, Ute Neugebauer, 2016 .

Towards a quantitative SERS approach--online monitoring of analytes in a microfluidic system with isotope-edited internal standards.

Jürgen Popp, Thomas Bocklitz, Thomas Henkel, 2009, Journal of biophotonics.

Label-Free Molecular Imaging of Biological Cells and Tissues by Linear and Nonlinear Raman Spectroscopic Approaches.

Christian Matthäus, Jürgen Popp, Michael Schmitt, 2017, Angewandte Chemie.

Model transfer for Raman‐spectroscopy‐based bacterial classification

Jürgen Popp, Thomas Bocklitz, Petra Rösch, 2018 .

Single virus detection by means of atomic force microscopy in combination with advanced image analysis.

Jürgen Popp, Thomas Bocklitz, Volker Deckert, 2014, Journal of structural biology.

Comparing Raman and fluorescence lifetime spectroscopy from human atherosclerotic lesions using a bimodal probe

Laura Marcu, Jürgen Popp, Michael Schmitt, 2016, Journal of biophotonics.

Analysis of the cytochrome distribution via linear and nonlinear Raman spectroscopy.

Jürgen Popp, Benjamin Dietzek, Nadine Vogler, 2010, The Analyst.

Multimodal nonlinear microscopy of head and neck carcinoma — toward surgery assisting frozen section analysis

Jürgen Popp, Sandro Heuke, Michael Schmitt, 2016, Head & neck.

Common mistakes in cross-validating classification models

Jürgen Popp, Thomas Bocklitz, Ute Neugebauer, 2017 .

Raman spectroscopic detection of Nickel impact on single Streptomyces cells – possible bioindicators for heavy metal contamination

Jürgen Popp, Thomas Bocklitz, Petra Rösch, 2012 .

Optimization of Raman-spectrum baseline correction in biological application.

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

A study of Docetaxel-induced effects in MCF-7 cells by means of Raman microspectroscopy

Jürgen Popp, Katharina Pachmann, Thomas Bocklitz, 2012, Analytical and Bioanalytical Chemistry.

Combined fiber probe for fluorescence lifetime and Raman spectroscopy

Laura Marcu, Ines Latka, Jürgen Popp, 2015, Analytical and Bioanalytical Chemistry.

Beyond endoscopic assessment in inflammatory bowel disease: real-time histology of disease activity by non-linear multimodal imaging

Jürgen Popp, Sandro Heuke, Michael Schmitt, 2016, Scientific Reports.

Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study

Joachim Denzler, Jürgen Popp, Erik Rodner, 2018, Head & neck.

Spatial resolution of tip-enhanced Raman spectroscopy - DFT assessment of the chemical effect.

Thomas Bocklitz, Volker Deckert, Federico Latorre, 2016, Nanoscale.

Identification of primary tumors of brain metastases by Raman imaging and support vector machines

Jürgen Popp, Christoph Krafft, Norbert Bergner, 2012 .