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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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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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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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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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A Systematic Investigation of Image Pre-Processing on Image Classification

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

2024

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

BMC medical informatics and decision making, 2024-03, Vol.24 (1), p.65-65, Article 65

2024

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

Molecules (Basel, Switzerland), 2020-12, Vol.26 (1), p.66

2020

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Software tools and platforms in Digital Pathology: a review for clinicians and computer scientists

Journal of pathology informatics, 2022-01, Vol.13, p.100103, Article 100103

2022

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

Analytical and Bioanalytical Chemistry, 2019-05, Vol.411 (14), p.2995-2996

Bocklitz, Thomas

2019

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CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease

International journal of molecular sciences, 2022-05, Vol.23 (10), p.5345

2022

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Fiber-based SORS-SERDS system and chemometrics for the diagnostics and therapy monitoring of psoriasis inflammatory disease in vivo

Biomedical optics express, 2021-02, Vol.12 (2), p.1123-1135

2021

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Raman Spectroscopic Differentiation of Streptococcus pneumoniae From Other Streptococci Using Laboratory Strains and Clinical Isolates

Frontiers in cellular and infection microbiology, 2022-07, Vol.12, p.930011-930011

2022

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Explainable artificial intelligence for spectroscopy data: a review

Pflügers Archiv, 2024-08

2024

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Deep learning a boon for biophotonics?

Deep Learning for Raman Spectroscopy: A Review

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

A Review on Data Fusion of Multidimensional Medical and Biomedical Data

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

A Systematic Investigation of Image Pre-Processing on Image Classification

A systematic study of transfer learning for colorectal cancer detection

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

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

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

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

Software tools and platforms in Digital Pathology: a review for clinicians and computer scientists

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

CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease

Fiber-based SORS-SERDS system and chemometrics for the diagnostics and therapy monitoring of psoriasis inflammatory disease in vivo

Raman Spectroscopic Differentiation of Streptococcus pneumoniae From Other Streptococci Using Laboratory Strains and Clinical Isolates

Explainable artificial intelligence for spectroscopy data: a review

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