Search Results - "Bocklitz, Thomas"

Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling by Guo, Shuxia, Popp, Jürgen, Bocklitz, Thomas

“…Raman spectroscopy is increasingly being used in biology, forensics, diagnostics, pharmaceutics and food science applications. This growth is triggered not…”
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Deep learning a boon for biophotonics? by Pradhan, Pranita, Guo, Shuxia, Ryabchykov, Oleg, Popp, Juergen, Bocklitz, Thomas W.

“…This review covers original articles using deep learning in the biophotonic field published in the last years. In these years deep learning, which is a subset…”
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Deep Learning for Raman Spectroscopy: A Review by Luo, Ruihao, Popp, Juergen, Bocklitz, Thomas

“…Raman spectroscopy (RS) is a spectroscopic method which indirectly measures the vibrational states within samples. This information on vibrational states can…”
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Exploring the Steps of Infrared (IR) Spectral Analysis: Pre-Processing, (Classical) Data Modelling, and Deep Learning by Mokari, Azadeh, Guo, Shuxia, Bocklitz, Thomas

“…Infrared (IR) spectroscopy has greatly improved the ability to study biomedical samples because IR spectroscopy measures how molecules interact with infrared…”
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Modified PCA and PLS: Towards a better classification in Raman spectroscopy–based biological applications by Guo, Shuxia, Rösch, Petra, Popp, Jürgen, Bocklitz, Thomas

“…Raman spectra of biological samples often exhibit variations originating from changes of spectrometers, measurement conditions, and cultivation conditions…”
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A Review on Data Fusion of Multidimensional Medical and Biomedical Data by Azam, Kazi Sultana Farhana, Ryabchykov, Oleg, Bocklitz, Thomas

“…Data fusion aims to provide a more accurate description of a sample than any one source of data alone. At the same time, data fusion minimizes the uncertainty…”
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Label‐Free Molecular Imaging of Biological Cells and Tissues by Linear and Nonlinear Raman Spectroscopic Approaches by Krafft, Christoph, Schmitt, Michael, Schie, Iwan W., Cialla‐May, Dana, Matthäus, Christian, Bocklitz, Thomas, Popp, Jürgen

“…Raman spectroscopy is an emerging technique in bioanalysis and imaging of biomaterials owing to its unique capability of generating spectroscopic fingerprints…”
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Artifacts and Anomalies in Raman Spectroscopy: A Review on Origins and Correction Procedures by Vulchi, Ravi Teja, Morgunov, Volodymyr, Junjuri, Rajendhar, Bocklitz, Thomas

“…Raman spectroscopy, renowned for its unique ability to provide a molecular fingerprint, is an invaluable tool in industry and academic research. However,…”
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Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy by Contreras, Jhonatan, Mostafapour, Sara, Popp, Jürgen, Bocklitz, Thomas

“…Identifying bacterial strains is essential in microbiology for various practical applications, such as disease diagnosis and quality monitoring of food and…”
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Tracking heavy water (D₂O) incorporation for identifying and sorting active microbial cells by Berry, David, Mader, Esther, Lee, Tae Kwon, Woebken, Dagmar, Wang, Yun, Zhu, Di, Palatinszky, Marton, Schintlmeister, Arno, Schmid, Markus C., Hanson, Buck T., Shterzer, Naama, Mizrahi, Itzhak, Rauch, Isabella, Decker, Thomas, Bocklitz, Thomas, Popp, Jürgen, Gibson, Christopher M., Fowler, Patrick W., Huang, Wei E., Wagner, Michael

“…Microbial communities are essential to the function of virtually all ecosystems and eukaryotes, including humans. However, it is still a major challenge to…”
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A Review of Medical Image Registration for Different Modalities by Darzi, Fatemehzahra, Bocklitz, Thomas

“…Medical image registration has become pivotal in recent years with the integration of various imaging modalities like X-ray, ultrasound, MRI, and CT scans,…”
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Illuminating the Tiny World: A Navigation Guide for Proper Raman Studies on Microorganisms by Frempong, Sandra Baaba, Salbreiter, Markus, Mostafapour, Sara, Pistiki, Aikaterini, Bocklitz, Thomas W, Rösch, Petra, Popp, Jürgen

“…Raman spectroscopy is an emerging method for the identification of bacteria. Nevertheless, a lot of different parameters need to be considered to establish a…”
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Use of polymers as wavenumber calibration standards in deep-UVRR by Pistiki, Aikaterini, Ryabchykov, Oleg, Bocklitz, Thomas W., Rösch, Petra, Popp, Jürgen

“…[Display omitted] •Deep-UVRR needs to be standardized when developed for clinical diagnostics.•Wavenumber calibration is important for this attempt.•PEI, PET,…”
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A Systematic Investigation of Image Pre-Processing on Image Classification by Dehbozorgi, Pegah, Ryabchykov, Oleg, Bocklitz, Thomas

“…AI-powered image analysis is a transformative technology with immense potential to enhance diagnostics and patient care. Accurate medical image assessment…”
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Feasibility studies of multimodal nonlinear endoscopy using multicore fiber bundles for remote scanning from tissue sections to bulk organs by Bae, Hyeonsoo, Rodewald, Marko, Meyer-Zedler, Tobias, Bocklitz, Thomas W., Matz, Gregor, Messerschmidt, Bernhard, Press, Adrian T., Bauer, Michael, Guntinas-Lichius, Orlando, Stallmach, Andreas, Schmitt, Michael, Popp, Juergen

“…Here, we report on the development and application of a compact multi-core fiber optical probe for multimodal non-linear imaging, combining the label-free…”
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A systematic study of transfer learning for colorectal cancer detection by Luo, Ruihao, Bocklitz, Thomas

“…With the rapid development of data science methods like deep learning, these methods have already been used into the field of healthcare and medicine. However,…”
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Multimodal Imaging Spectroscopy of Tissue by Vogler, Nadine, Heuke, Sandro, Bocklitz, Thomas W, Schmitt, Michael, Popp, Jürgen

“…Advanced optical imaging technologies have experienced increased visibility in medical research, as they allow for a label-free and nondestructive…”
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UV-Raman Spectroscopic Identification of Fungal Spores Important for Respiratory Diseases by Žukovskaja, Olga, Kloß, Sandra, Blango, Matthew G, Ryabchykov, Oleg, Kniemeyer, Olaf, Brakhage, Axel A, Bocklitz, Thomas W, Cialla-May, Dana, Weber, Karina, Popp, Jürgen

“…Fungal spores are one of several environmental factors responsible for causing respiratory diseases like asthma, chronic obstructive pulmonary disease (COPD),…”
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Monitoring Deuterium Uptake in Single Bacterial Cells via Two-Dimensional Raman Correlation Spectroscopy by Azemtsop Matanfack, Georgette, Taubert, Martin, Guo, Shuxia, Bocklitz, Thomas, Küsel, Kirsten, Rösch, Petra, Popp, Jürgen

“…Raman-stable isotope labeling using heavy water (Raman-D2O) is attracting great interest as a fast technique with various applications ranging from the…”
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Fusion of MALDI Spectrometric Imaging and Raman Spectroscopic Data for the Analysis of Biological Samples by Ryabchykov, Oleg, Popp, Juergen, Bocklitz, Thomas

“…Despite of a large number of imaging techniques for the characterization of biological samples, no universal one has been reported yet. In this work, a data…”
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