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Thomas Wilhelm Bocklitz (1982-)

Physiker

Name	Thomas Wilhelm Bocklitz
Time	1982- (Date of birth and death)
Place	Leipzig (Geburtsort) Jena (Wirkungsort) Bayreuth (Wirkungsort) Deutschland
Gender	männlich
Academic degree	Dr. rer. nat.
Profession	Physiker (characteristic profession)
Variant	Thomas Bocklitz Thomas W. Bocklitz
Related	Friedrich-Schiller-Universität Jena Friedrich-Schiller-Universität Jena. Institut für Physikalische Chemie Leibniz-Institut für Photonische Technologien Abbe Center of Photonics Universität Bayreuth
Further information	Diss. Univ. Jena 2011, Chemisch-Geowissenschaftl. Fakultät, Institut für Physikalische Chemie Habil. Univ. Jena 2016; seit März 2023 Lehrstuhl Künstliche Intelligenz in der Mikroskopie und Spektroskopie der Universität Bayreuth
Record type	Person
GND-Identifier	101788207X
Record ID	101788207X
Involved in show all Machine Learning‐Based Estimation of Experimental Artifacts and Image Quality in Fluorescence Microscopy A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images MMIR: an open-source software for the registration of multimodal histological images A Review of Medical Image Registration for Different Modalities A Systematic Investigation of Image Pre-Processing on Image Classification Biomedical SERS – the current state and future trends Estimation of biological variance in coherent Raman microscopy data of two cell lines using chemometrics † Illuminating the Tiny World : A Navigation Guide for Proper Raman Studies on Microorganisms SERS-Driven Ceftriaxone Detection in Blood Plasma: A Protein Precipitation Approach Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy Spectral Zones-Based SHAP/LIME : Enhancing Interpretability in Spectral Deep Learning Models Through Grouped Feature Analysis CARS imaging advances early diagnosis of cardiac manifestation of Fabry disease Comparison of denoising tools for the reconstruction of nonlinear multimodal images Investigating the effect of different pre-treatment methods on Raman spectra recorded with different excitation wavelengths. Label‐free differentiation of clinical E. coli and Klebsiella isolates with Raman spectroscopy Detection of multi-resistant clinical strains of E. coli with Raman spectroscopy A Review on Data Fusion of Multidimensional Medical and Biomedical Data Inverse and forward modeling tools for biophotonic data Determination of composition of mixed biological samples using laser-induced fluorescence and combined classification/regression models Comparison of functional and discrete data analysis regimes for Raman spectra Trends in artificial intelligence, machine learning, and chemometrics applied to chemical data Artificial intelligence-based technologies for biophotonic data Biochemical Analysis of Leukocytes after In Vitro and In Vivo Activation with Bacterial and Fungal Pathogens Using Raman Spectroscopy Computational tissue staining of non-linear multimodal imaging using supervised and unsupervised deep learning Deep learning-based classification of blue light cystoscopy imaging during transurethral resection of bladder tumors FLIM data analysis based on Laguerre polynomial decomposition and machine-learning Toward data science in biophotonics : biomedical investigations-based study Vibrational Spectroscopic Investigation of Blood Plasma and Serum by Drop Coating Deposition for Clinical Application WE-ASCA: The Weighted-Effect ASCA for Analyzing Unbalanced Multifactorial Designs-A Raman Spectra-Based Example Discrimination between pathogenic and non-pathogenic E. coli strains by means of Raman microspectroscopy Deep learning a boon for biophotonics? Deep learning as phase retrieval tool for CARS spectra Modified PCA and PLS: Towards a better classification in Raman spectroscopy–based biological applications NFDI4Chem - Towards a National Research Data Infrastructure for Chemistry in Germany Predictive Modeling of Antibiotic Susceptibility in E. Coli Strains Using the U-Net Network and One-Class Classification Richard G. Brereton: Chemometrics: data driven extraction for science, 2nd ed Automatic label‐free detection of breast cancer using nonlinear multimodal imaging and the convolutional neural network ResNet50 A Machine Learning-Based Raman Spectroscopic Assay for the Identification of Burkholderia mallei and Related Species Investigations on chemometric approaches for diagnostic applications utilizing various combinations of spectral and image data types Semantic segmentation of non-linear multimodal images for disease grading of inflammatory bowel disease: A segnet-based application Raman spectroscopy-based identification of toxoid vaccine products The application of UV resonance Raman spectroscopy for the differentiation of clinically relevant Candida species Do You Get What You See? Understanding Molecular Self‐Healing Development and characterization of a microscope based on pump-probe spectroscopy : a valuable tool for the study of photoactivated drugs in cellulo Recursive feature elimination in Raman spectra with support vector machines Markerfreie molekulare Bildgebung biologischer Zellen und Gewebe durch lineare und nichtlineare Raman‐spektroskopische Ansätze Label‐Free Molecular Imaging of Biological Cells and Tissues by Linear and Nonlinear Raman Spectroscopic Approaches Pseudo-HE images derived from CARS/TPEF/SHG multimodal imaging in combination with Raman-spectroscopy as a pathological screening tool The interaction of an amino-modified ZrO2 nanomaterial with macrophages—an in situ investigation by Raman microspectroscopy Single particle analysis of herpes simplex virus: comparing the dimensions of one and the same virions via atomic force and scanning electron microscopy Comparing Raman and fluorescence lifetime spectroscopy from human atherosclerotic lesions using a bimodal probe Systematic evaluation of the biological variance within the Raman based colorectal tissue diagnostics Extraktion biomedizinischer Informationen aus photonischen Daten Pseudo-HE images derived from CARS/TPEF/SHG multimodal imaging in combination with Raman-spectroscopy as a pathological screening tool Single cell analysis in native tissue: Quantification of the retinoid content of hepatic stellate cells Toward food analytics: fast estimation of lycopene and β-carotene content in tomatoes based on surface enhanced Raman spectroscopy (SERS) A manual and an automatic TERS based virus discrimination Fast differentiation of SIRS and sepsis from blood plasma of ICU patients using Raman spectroscopy Raman Spectroscopic Imaging for the Real‐Time Detection of Chemical Changes Associated with Docetaxel Exposure Untersuchungen zu den Auswertestrategien RAMAN-Effekt-basierender Experimente

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Katalog der Deutschen Nationalbibliothek

Thomas Wilhelm Bocklitz (1982-)

Machine Learning‐Based Estimation of Experimental Artifacts and Image Quality in Fluorescence Microscopy

A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images

MMIR: an open-source software for the registration of multimodal histological images

A Review of Medical Image Registration for Different Modalities

A Systematic Investigation of Image Pre-Processing on Image Classification

Biomedical SERS – the current state and future trends

Estimation of biological variance in coherent Raman microscopy data of two cell lines using chemometrics †

Illuminating the Tiny World : A Navigation Guide for Proper Raman Studies on Microorganisms

SERS-Driven Ceftriaxone Detection in Blood Plasma: A Protein Precipitation Approach

Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy

Spectral Zones-Based SHAP/LIME : Enhancing Interpretability in Spectral Deep Learning Models Through Grouped Feature Analysis

CARS imaging advances early diagnosis of cardiac manifestation of Fabry disease

Comparison of denoising tools for the reconstruction of nonlinear multimodal images

Investigating the effect of different pre-treatment methods on Raman spectra recorded with different excitation wavelengths.

Label‐free differentiation of clinical E. coli and Klebsiella isolates with Raman spectroscopy

Detection of multi-resistant clinical strains of E. coli with Raman spectroscopy

A Review on Data Fusion of Multidimensional Medical and Biomedical Data

Inverse and forward modeling tools for biophotonic data

Determination of composition of mixed biological samples using laser-induced fluorescence and combined classification/regression models

Comparison of functional and discrete data analysis regimes for Raman spectra

Trends in artificial intelligence, machine learning, and chemometrics applied to chemical data

Artificial intelligence-based technologies for biophotonic data

Biochemical Analysis of Leukocytes after In Vitro and In Vivo Activation with Bacterial and Fungal Pathogens Using Raman Spectroscopy

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

Deep learning-based classification of blue light cystoscopy imaging during transurethral resection of bladder tumors

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

Toward data science in biophotonics : biomedical investigations-based study

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

WE-ASCA: The Weighted-Effect ASCA for Analyzing Unbalanced Multifactorial Designs-A Raman Spectra-Based Example

Discrimination between pathogenic and non-pathogenic E. coli strains by means of Raman microspectroscopy

Deep learning a boon for biophotonics?

Deep learning as phase retrieval tool for CARS spectra

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

NFDI4Chem - Towards a National Research Data Infrastructure for Chemistry in Germany

Predictive Modeling of Antibiotic Susceptibility in E. Coli Strains Using the U-Net Network and One-Class Classification

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

Automatic label‐free detection of breast cancer using nonlinear multimodal imaging and the convolutional neural network ResNet50

A Machine Learning-Based Raman Spectroscopic Assay for the Identification of Burkholderia mallei and Related Species

Investigations on chemometric approaches for diagnostic applications utilizing various combinations of spectral and image data types

Semantic segmentation of non-linear multimodal images for disease grading of inflammatory bowel disease: A segnet-based application

Raman spectroscopy-based identification of toxoid vaccine products

The application of UV resonance Raman spectroscopy for the differentiation of clinically relevant Candida species

Do You Get What You See? Understanding Molecular Self‐Healing

Development and characterization of a microscope based on pump-probe spectroscopy : a valuable tool for the study of photoactivated drugs in cellulo

Recursive feature elimination in Raman spectra with support vector machines

Markerfreie molekulare Bildgebung biologischer Zellen und Gewebe durch lineare und nichtlineare Raman‐spektroskopische Ansätze

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

Pseudo-HE images derived from CARS/TPEF/SHG multimodal imaging in combination with Raman-spectroscopy as a pathological screening tool

The interaction of an amino-modified ZrO2 nanomaterial with macrophages—an in situ investigation by Raman microspectroscopy

Single particle analysis of herpes simplex virus: comparing the dimensions of one and the same virions via atomic force and scanning electron microscopy

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

Systematic evaluation of the biological variance within the Raman based colorectal tissue diagnostics

Extraktion biomedizinischer Informationen aus photonischen Daten

Pseudo-HE images derived from CARS/TPEF/SHG multimodal imaging in combination with Raman-spectroscopy as a pathological screening tool

Single cell analysis in native tissue: Quantification of the retinoid content of hepatic stellate cells

Toward food analytics: fast estimation of lycopene and β-carotene content in tomatoes based on surface enhanced Raman spectroscopy (SERS)

A manual and an automatic TERS based virus discrimination

Fast differentiation of SIRS and sepsis from blood plasma of ICU patients using Raman spectroscopy

Raman Spectroscopic Imaging for the Real‐Time Detection of Chemical Changes Associated with Docetaxel Exposure

Untersuchungen zu den Auswertestrategien RAMAN-Effekt-basierender Experimente