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Deep learning a boon for biophotonics?

Journal of biophotonics, 2020-06, Vol.13 (6), p.e201960186-n/a

2020

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

Journal of chemometrics, 2020-04, Vol.34 (4), p.n/a

2020

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

Angewandte Chemie International Edition, 2017-04, Vol.56 (16), p.4392-4430

International ed. in English, 2017

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

Chemistry : a European journal, 2018-02, Vol.24 (10), p.2493-2502

2018

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Towards Raman spectroscopy of urine as screening tool

Journal of biophotonics, 2020-01, Vol.13 (1), p.e201900143-n/a

2020

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Surface enhanced Raman spectroscopy‐detection of the uptake of mannose‐modified nanoparticles by macrophages in vitro: A model for detection of vulnerable atherosclerotic plaques

Journal of biophotonics, 2018-12, Vol.11 (12), p.e201800013-n/a

2018

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

Journal of biophotonics, 2010-08, Vol.3 (8-9), p.579-587

2010

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

Analytical science advances, 2021-04, Vol.2 (3-4), p.128-141

2021

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Raman spectroscopic cellomics for the detection of SARS‐CoV‐2‐associated neutrophil activation after TNF‐α stimulation

Clinical and translational medicine, 2022-12, Vol.12 (12), p.e1139-n/a

2022

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A comprehensive study of classification methods for medical diagnosis

Journal of Raman spectroscopy, 2009-12, Vol.40 (12), p.1759-1765

2009

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Image Processing in Biomedical Diagnosis

Journal of biophotonics, 2016-05, Vol.9 (5), p.434-435

2016

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

Journal of biophotonics, 2022-07, Vol.15 (7), p.e202200005-n/a

2022

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Comparison of conventional and shifted excitation Raman difference spectroscopy for bacterial identification

Journal of Raman spectroscopy, 2022-07, Vol.53 (7), p.1285-1292

2022

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Model transfer for Raman‐spectroscopy‐based bacterial classification

Journal of Raman spectroscopy, 2018-04, Vol.49 (4), p.627-637

2018

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

Head & neck, 2019-01, Vol.41 (1), p.116-121

2019

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

Head & neck, 2016-10, Vol.38 (10), p.1545-1552

2016

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

Journal of biophotonics, 2014-04, Vol.7 (3-4), p.232-240

2014

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Raman spectroscopic investigation of the human liver stem cell line HepaRG

Journal of Raman spectroscopy, 2018-06, Vol.49 (6), p.935-942

2018

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

Angewandte Chemie, 2017-04, Vol.129 (16), p.4458

2017

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Correction of mosaicking artifacts in multimodal images caused by uneven illumination

Journal of chemometrics, 2017-06, Vol.31 (6), p.n/a

2017

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Multimodal image analysis in tissue diagnostics for skin melanoma

Journal of chemometrics, 2018-01, Vol.32 (1), p.n/a

2018

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

Chemphyschem, 2013-02, Vol.14 (3), p.550-553

2013

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Shedding light on host niches: label‐free in situ detection of Mycobacterium gordonae via carotenoids in macrophages by Raman microspectroscopy

Cellular microbiology, 2015-06, Vol.17 (6), p.832-842

2015

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

Journal of biophotonics, 2009-04, Vol.2 (4), p.232-242

2009

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

Translational biophotonics, 2019-12, Vol.1 (1-2), p.n/a

2019

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Deep learning a boon for biophotonics?

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

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

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

Towards Raman spectroscopy of urine as screening tool

Surface enhanced Raman spectroscopy‐detection of the uptake of mannose‐modified nanoparticles by macrophages in vitro: A model for detection of vulnerable atherosclerotic plaques

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

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

Raman spectroscopic cellomics for the detection of SARS‐CoV‐2‐associated neutrophil activation after TNF‐α stimulation

A comprehensive study of classification methods for medical diagnosis

Image Processing in Biomedical Diagnosis

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

Comparison of conventional and shifted excitation Raman difference spectroscopy for bacterial identification

Model transfer for Raman‐spectroscopy‐based bacterial classification

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

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

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

Raman spectroscopic investigation of the human liver stem cell line HepaRG

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

Correction of mosaicking artifacts in multimodal images caused by uneven illumination

Multimodal image analysis in tissue diagnostics for skin melanoma

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

Shedding light on host niches: label‐free in situ detection of Mycobacterium gordonae via carotenoids in macrophages by Raman microspectroscopy

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

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

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