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Towards development of a novel universal medical diagnostic method: Raman spectroscopy and machine learning

Chemical Society reviews, 2020-10, Vol.49 (2), p.7428-7453

2020

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Raman spectroscopy and chemometrics: A potential universal method for diagnosing cancer

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2019-08, Vol.219, p.463-487

2019

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Raman spectroscopy and machine learning for biomedical applications: Alzheimer’s disease diagnosis based on the analysis of cerebrospinal fluid

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2021-03, Vol.248, p.119188, Article 119188

2021

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Towards development of a novel screening method for identifying Alzheimer’s disease risk: Raman spectroscopy of blood serum and machine learning

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2021-06, Vol.254, p.119603, Article 119603

2021

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Diagnosis of a model of Duchenne muscular dystrophy in blood serum of mdx mice using Raman hyperspectroscopy

Scientific reports, 2020-07, Vol.10 (1), p.11734-11734, Article 11734

2020

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Analyzing atomic force microscopy images of virus-like particles by expectation-maximization

npj vaccines, 2024-06, Vol.9 (1), p.112-11, Article 112

2024

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Multivariate Statistical Analysis of Surface Enhanced Raman Spectra of Human Serum for Alzheimer’s Disease Diagnosis

Applied sciences, 2019-08, Vol.9 (16), p.3256

2019

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A Novel Method for Detecting Duchenne Muscular Dystrophy in Blood Serum of mdx Mice

Genes, 2022-07, Vol.13 (8), p.1342

2022

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Machine Learning and Chemical Imaging to Elucidate Enzyme Immobilization for Biocatalysis

Analytical chemistry (Washington), 2021-09, Vol.93 (35), p.11973-11981

2021

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Machine Learning for Prediction, Classification, and Identification of Immobilized Enzymes for Biocatalysis

Pharmaceutical research, 2023-06, Vol.40 (6), p.1479-1490

2023

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Analysis of individual red blood cells for Celiac disease diagnosis

Talanta (Oxford), 2021-01, Vol.221, p.121642-121642, Article 121642

2021

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Vibrational Spectroscopy for Detection of Diabetes: A Review

Applied spectroscopy, 2021-08, Vol.75 (8), p.929-946

2021

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Process analytical technology and its recent applications for asymmetric synthesis

Talanta (Oxford), 2023-01, Vol.252, p.123787-123787, Article 123787

2023

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Raman spectroscopy and multivariate analysis for identification and classification of pharmaceutical pain reliever tablets

Journal of chemometrics, 2023-03, Vol.37 (3), p.n/a

2023

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Determining the stages of cellular differentiation using deep ultraviolet resonance Raman spectroscopy

Talanta (Oxford), 2021-05, Vol.227, p.122164-122164, Article 122164

2021

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Utilizing in situ spectroscopic tools to monitor ketal deprotection processes

International journal of pharmaceutics, 2022-01, Vol.611, p.121324-121324, Article 121324

2022

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Process monitoring of polysaccharide deketalization for vaccine bioconjugation development using in situ analytical methodology

Journal of pharmaceutical and biomedical analysis, 2022-02, Vol.209, p.114533-114533, Article 114533

2022

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Simultaneous multielement imaging of liver tissue using laser ablation inductively coupled plasma mass spectrometry

Talanta (Oxford), 2021-12, Vol.235, p.122725-122725, Article 122725

2021

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In situ real time monitoring of emulsification and homogenization processes for vaccine adjuvants

Analyst (London), 2022-01, Vol.147 (3), p.378-386

2022

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Quantitation and speciation of residual protein within active pharmaceutical ingredients using image analysis with SDS-PAGE

Journal of pharmaceutical and biomedical analysis, 2022-01, Vol.207, p.114393-114393, Article 114393

2022

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Investigation of Lithium Acetyl Phosphate Synthesis Using Process Analytical Technology

Organic process research & development, 2021-06, Vol.25 (6), p.1402-1413

2021

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Polarized raman spectroscopy for determining the orientation of di-d-phenylalanine molecules in a nanotube

Journal of Raman spectroscopy, 2016-09, Vol.47 (9), p.1056-1062

2016

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Real-time in situ monitoring of CRM-197 and polysaccharide conjugation reaction by fluorescence spectroscopy

Bioanalysis, 2023-05, Vol.15 (9), p.493-501

2023

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Multivariate curve resolution for analysis of Raman hyperspectral imaging data sets for enzyme immobilization

Chemical Data Collections, 2022-04, Vol.38, p.100835, Article 100835

2022

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EXPRESS: Vibrational Spectroscopy for Detection of Diabetes: A Review

Applied spectroscopy, 2021-05, p.37028211019130

2021

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Towards development of a novel universal medical diagnostic method: Raman spectroscopy and machine learning

Raman spectroscopy and chemometrics: A potential universal method for diagnosing cancer

Raman spectroscopy and machine learning for biomedical applications: Alzheimer’s disease diagnosis based on the analysis of cerebrospinal fluid

Towards development of a novel screening method for identifying Alzheimer’s disease risk: Raman spectroscopy of blood serum and machine learning

Diagnosis of a model of Duchenne muscular dystrophy in blood serum of mdx mice using Raman hyperspectroscopy

Analyzing atomic force microscopy images of virus-like particles by expectation-maximization

Multivariate Statistical Analysis of Surface Enhanced Raman Spectra of Human Serum for Alzheimer’s Disease Diagnosis

A Novel Method for Detecting Duchenne Muscular Dystrophy in Blood Serum of mdx Mice

Machine Learning and Chemical Imaging to Elucidate Enzyme Immobilization for Biocatalysis

Machine Learning for Prediction, Classification, and Identification of Immobilized Enzymes for Biocatalysis

Analysis of individual red blood cells for Celiac disease diagnosis

Vibrational Spectroscopy for Detection of Diabetes: A Review

Process analytical technology and its recent applications for asymmetric synthesis

Raman spectroscopy and multivariate analysis for identification and classification of pharmaceutical pain reliever tablets

Determining the stages of cellular differentiation using deep ultraviolet resonance Raman spectroscopy

Utilizing in situ spectroscopic tools to monitor ketal deprotection processes

Process monitoring of polysaccharide deketalization for vaccine bioconjugation development using in situ analytical methodology

Simultaneous multielement imaging of liver tissue using laser ablation inductively coupled plasma mass spectrometry

In situ real time monitoring of emulsification and homogenization processes for vaccine adjuvants

Quantitation and speciation of residual protein within active pharmaceutical ingredients using image analysis with SDS-PAGE

Investigation of Lithium Acetyl Phosphate Synthesis Using Process Analytical Technology

Polarized raman spectroscopy for determining the orientation of di-d-phenylalanine molecules in a nanotube

Real-time in situ monitoring of CRM-197 and polysaccharide conjugation reaction by fluorescence spectroscopy

Multivariate curve resolution for analysis of Raman hyperspectral imaging data sets for enzyme immobilization

EXPRESS: Vibrational Spectroscopy for Detection of Diabetes: A Review

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