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

Nature protocols, 2021-12, Vol.16 (12), p.5426-5459

2021

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Deep Learning for Raman Spectroscopy: A Review

Analytica, 2022-09, Vol.3 (3), p.287-301

2022

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

Molecules (Basel, Switzerland), 2023-09, Vol.28 (19), p.6886

2023

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

Analytical chemistry (Washington), 2016-01, Vol.88 (1), p.133-151

2016

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A Review on Data Fusion of Multidimensional Medical and Biomedical Data

Molecules (Basel, Switzerland), 2022-11, Vol.27 (21), p.7448

2022

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Tracking heavy water (D₂O) incorporation for identifying and sorting active microbial cells

Proceedings of the National Academy of Sciences - PNAS, 2015-01, Vol.112 (2), p.E194-E203

2015

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Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy

Molecules (Basel, Switzerland), 2024-02, Vol.29 (5), p.1061

2024

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

Molecules (Basel, Switzerland), 2024-02, Vol.29 (5), p.1077

2024

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A Review of Medical Image Registration for Different Modalities

Bioengineering (Basel), 2024-08, Vol.11 (8), p.786

2024

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Use of polymers as wavenumber calibration standards in deep-UVRR

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2023-02, Vol.287, p.122062, Article 122062

2023

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Feasibility studies of multimodal nonlinear endoscopy using multicore fiber bundles for remote scanning from tissue sections to bulk organs

Scientific reports, 2023-08, Vol.13 (1), p.13779-13779, Article 13779

2023

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Multimodal Imaging Spectroscopy of Tissue

Annual review of analytical chemistry (Palo Alto, Calif.), 2015-07, Vol.8 (1), p.359-387

2015

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A Systematic Investigation of Image Pre-Processing on Image Classification

IEEE access, 2024, Vol.12, p.64913-64926

2024

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UV-Raman Spectroscopic Identification of Fungal Spores Important for Respiratory Diseases

Analytical chemistry (Washington), 2018-08, Vol.90 (15), p.8912-8918

2018

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

Nanoscale, 2016-05, Vol.8 (19), p.10229-10239

2016

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A systematic study of transfer learning for colorectal cancer detection

Informatics in medicine unlocked, 2023, Vol.40, p.101292, Article 101292

2023

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

Scientific reports, 2021-06, Vol.11 (1), p.11629-11629, Article 11629

2021

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

Analytical chemistry (Washington), 2021-06, Vol.93 (21), p.7714-7723

2021

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Comparison of Different Label-Free Raman Spectroscopy Approaches for the Discrimination of Clinical MRSA and MSSA Isolates

Microbiology spectrum, 2022-10, Vol.10 (5), p.e0076322-e0076322

2022

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Fusion of MALDI Spectrometric Imaging and Raman Spectroscopic Data for the Analysis of Biological Samples

Frontiers in chemistry, 2018-07, Vol.6, p.257-257

2018

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

International journal of molecular sciences, 2021-10, Vol.22 (19), p.10481

2021

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LOC-SERS: A Promising Closed System for the Identification of Mycobacteria

Analytical chemistry (Washington), 2016-08, Vol.88 (16), p.7998-8004

2016

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Identification of bacteria in mixed infection from urinary tract of patient's samples using Raman analysis of dried droplets

Analyst (London), 2023-08, Vol.148 (16), p.386-3816

2023

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Classification of inflammatory bowel diseases by means of Raman spectroscopic imaging of epithelium cells

Journal of Biomedical Optics, 2012-07, Vol.17 (7), p.076030-076030

2012

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

BMC cancer, 2016-07, Vol.16 (1), p.534-534, Article 534

2016

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

Deep Learning for Raman Spectroscopy: A Review

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

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

A Review on Data Fusion of Multidimensional Medical and Biomedical Data

Tracking heavy water (D₂O) incorporation for identifying and sorting active microbial cells

Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy

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

A Review of Medical Image Registration for Different Modalities

Use of polymers as wavenumber calibration standards in deep-UVRR

Feasibility studies of multimodal nonlinear endoscopy using multicore fiber bundles for remote scanning from tissue sections to bulk organs

Multimodal Imaging Spectroscopy of Tissue

A Systematic Investigation of Image Pre-Processing on Image Classification

UV-Raman Spectroscopic Identification of Fungal Spores Important for Respiratory Diseases

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

A systematic study of transfer learning for colorectal cancer detection

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

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

Comparison of Different Label-Free Raman Spectroscopy Approaches for the Discrimination of Clinical MRSA and MSSA Isolates

Fusion of MALDI Spectrometric Imaging and Raman Spectroscopic Data for the Analysis of Biological Samples

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

LOC-SERS: A Promising Closed System for the Identification of Mycobacteria

Identification of bacteria in mixed infection from urinary tract of patient's samples using Raman analysis of dried droplets

Classification of inflammatory bowel diseases by means of Raman spectroscopic imaging of epithelium cells

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

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