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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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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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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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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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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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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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Sample size planning for classification models

Analytica chimica acta, 2013-01, Vol.760, p.25-33

2013

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Towards an Interpretable Classifier for Characterization of Endoscopic Mayo Scores in Ulcerative Colitis Using Raman Spectroscopy

Analytical chemistry (Washington), 2020-10, Vol.92 (20), p.13776-13784

2020

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How to pre-process Raman spectra for reliable and stable models?

Analytica chimica acta, 2011-10, Vol.704 (1), p.47-56

2011

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Raman-Spectroscopy Based Cell Identification on a Microhole Array Chip

Micromachines (Basel), 2014, Vol.5 (2), p.204-215

2014

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Sample-Size Planning for Multivariate Data: A Raman-Spectroscopy-Based Example

Analytical chemistry (Washington), 2018-11, Vol.90 (21), p.12485-12492

2018

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Correction for Extrinsic Background in Raman Hyperspectral Images

Analytical chemistry (Washington), 2023-08, Vol.95 (33), p.12298-12305

2023

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Nondestructive molecular imaging by Raman spectroscopy vs. marker detection by MALDI IMS for an early diagnosis of HCC

Analyst (London), 2021-02, Vol.146 (4), p.1239-1252

2021

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Extended Multiplicative Signal Correction Based Model Transfer for Raman Spectroscopy in Biological Applications

Analytical chemistry (Washington), 2018-08, Vol.90 (16), p.9787-9795

2018

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

Journal of Imaging Informatics in Medicine, 2024-08, Vol.37 (4), p.1767-1782

2024

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

Analyst (London), 2024-08, Vol.149 (17), p.4395-4406

2024

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

Molecules (Basel, Switzerland), 2019-12, Vol.24 (24), p.4516

2019

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

European physical journal plus, 2021-11, Vol.136 (11), p.1122, Article 1122

2021

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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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Multiplex coherent anti-Stokes Raman scattering microspectroscopy of brain tissue with higher ranking data classification for biomedical imaging

Journal of biomedical optics, 2017-06, Vol.22 (6), p.066005-066005

2017

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Toward improving fine needle aspiration cytology by applying Raman microspectroscopy

Journal of biomedical optics, 2013-04, Vol.18 (4), p.047001-047001

2013

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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.076030-1-076030-8

2012

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Deep learning a boon for biophotonics?

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

Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy

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

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

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

A comprehensive study of classification methods for medical diagnosis

Sample size planning for classification models

Towards an Interpretable Classifier for Characterization of Endoscopic Mayo Scores in Ulcerative Colitis Using Raman Spectroscopy

How to pre-process Raman spectra for reliable and stable models?

Raman-Spectroscopy Based Cell Identification on a Microhole Array Chip

Sample-Size Planning for Multivariate Data: A Raman-Spectroscopy-Based Example

Correction for Extrinsic Background in Raman Hyperspectral Images

Nondestructive molecular imaging by Raman spectroscopy vs. marker detection by MALDI IMS for an early diagnosis of HCC

Extended Multiplicative Signal Correction Based Model Transfer for Raman Spectroscopy in Biological Applications

Model transfer for Raman‐spectroscopy‐based bacterial classification

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

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

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

Raman spectroscopic investigation of the human liver stem cell line HepaRG

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

Multimodal image analysis in tissue diagnostics for skin melanoma

Multiplex coherent anti-Stokes Raman scattering microspectroscopy of brain tissue with higher ranking data classification for biomedical imaging

Toward improving fine needle aspiration cytology by applying Raman microspectroscopy

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

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