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ResearcherID: A-9725-2009
Scopus Author ID: 55991994000
Scopus Author ID: 58300205600

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Russia

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Employment (1)

Institut khimicheskoi fiziki imeni NN Semenova RAN: Moscow, RU

1982 to present
Employment
Source: Self-asserted source
Oxana Rodionova

Education and qualifications (1)

Moscow State Institute of Electronics and Mathematics: Moscow, RU

1973 to 1979
Education
Source: Self-asserted source
Oxana Rodionova

Works (50 of 116)

Items per page:
Page 1 of 3

A New Method for Soft Probabilistic Discrimination of Ranked Classes

SSRN
2025 | Other
DOI: 10.2139/ssrn.5128628
EID:

2-s2.0-85218008502

Part of ISSN: 15565068
Contributors: Pomerantsev, A.L.; Rodionova, O.Ye.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Authentication of Argentinean extra-virgin olive oils using three-way fluorescence and two-way near-infrared data fused with multi-block DD-SIMCA

Food Chemistry
2025 | Journal article
DOI: 10.1016/j.foodchem.2024.141127
EID:

2-s2.0-85203068221

Part of ISSN: 18737072 03088146
Contributors: Lozano, V.A.; Jiménez Carvelo, A.M.; Olivieri, A.C.; Kucheryavskiy, S.V.; Rodionova, O.Y.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

A new method for soft probabilistic discrimination of ranked classes

Microchemical Journal
2025-05 | Journal article
DOI: 10.1016/j.microc.2025.113329
Contributors: A.L. Pomerantsev; O.Ye. Rodionova
Source: check_circle
Crossref

A comprehensive tutorial on data-driven SIMCA: Theory and implementation in web

Journal of Chemometrics
2024 | Journal article
DOI: 10.1002/cem.3560
EID:

2-s2.0-85198097776

Part of ISSN: 1099128X 08869383
Contributors: Kucheryavskiy, S.; Rodionova, O.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

A comprehensive tutorial on Data-Driven SIMCA: Theory and implementation in web

Journal of Chemometrics
2024 | Journal article
DOI: 10.1002/cem.3556
EID:

2-s2.0-85192809100

Part of ISSN: 1099128X 08869383
Contributors: Kucheryavskiy, S.; Rodionova, O.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Application of artificial intelligence in glaucoma. Part 1. Neural networks and deep learning in glaucoma screening and diagnosis

Russian Annals of Ophthalmology
2024 | Journal article
DOI: 10.17116/oftalma202414003182
Contributors: N.I. Kurysheva; O.Ye. Rodionova; A.L. Pomerantsev; G.A. Sharova
Source: check_circle
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Application of artificial intelligence in glaucoma. Part 2. Neural networks and machine learning in the monitoring and treatment of glaucoma

Russian Annals of Ophthalmology
2024 | Journal article
DOI: 10.17116/oftalma202414004180
Contributors: N.I. Kurysheva; O.Ye. Rodionova; A.L. Pomerantsev; G.A. Sharova
Source: check_circle
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Application of artificial intelligence methods in the diagnosis and treatment of primary angle-closure disease

Russian Annals of Ophthalmology
2024 | Journal article
DOI: 10.17116/oftalma2024140051130
Contributors: N.I. Kurysheva; A.L. Pomerantsev; O.Ye. Rodionova; G.A. Sharova
Source: check_circle
Crossref
grade
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Chemometrics as an efficient tool for food authentication: Golden pillars for building reliable models

Trends in Food Science and Technology
2024 | Journal article
DOI: 10.1016/j.tifs.2024.104429
EID:

2-s2.0-85188805922

Part of ISSN: 09242244
Contributors: Rodionova, O.Y.; Oliveri, P.; Malegori, C.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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Data-Driven Version of Multiway Soft Independent Modeling of Class Analogy (N-Way DD-SIMCA): Theory and Application

Analytical Chemistry
2024 | Journal article
DOI: 10.1021/acs.analchem.3c05096
EID:

2-s2.0-85187661666

Part of ISSN: 15206882 00032700
Contributors: Pagani, A.P.; Camargo, G.; Ibañez, G.A.; Olivieri, A.C.; Pomerantsev, A.L.; Rodionova, O.Y.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Personalized Management of Physiologic/Ophthalmologic Particularities for Predictive Approach and Targeted Prevention of Primary Angle Closure Glaucoma Applied to Persons at Risk

Advances in Predictive, Preventive and Personalised Medicine
2024 | Book chapter
DOI: 10.1007/978-3-031-46891-9_13
EID:

2-s2.0-85185935017

Part of ISSN: 22113509 22113495
Contributors: Kurysheva, N.I.; Rodionova, O.Y.; Pomerantsev, A.L.; Sharova, G.A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Selectivity in Nontargeted Qualitative Analysis

Analytica Chimica Acta
2024-12 | Journal article
DOI: 10.1016/j.aca.2024.343352
Contributors: A.L. Pomerantsev; O.Ye. Rodionova
Source: check_circle
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Novelty and Similarity: Detection Using Data‐Driven Soft Independent Modeling of Class Analogy

Journal of Chemometrics
2024-10 | Journal article
DOI: 10.1002/cem.3587
Contributors: O. Y. Rodionova; N. I. Kurysheva; G. A. Sharova; A. L. Pomerantsev
Source: check_circle
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Personalized treatment of primary angle closure

National Journal glaucoma
2024-06-25 | Journal article
DOI: 10.53432/2078-4104-2024-23-2-11-18
Contributors: N. I. Kurysheva; A. L. Pomerantsev; O. Ye. Rodionova; G. A. Sharova
Source: check_circle
Crossref

Application of chemometrics in customs expertise,Применение хемометрики в таможенной экспертизе

Analitika i Kontrol
2023 | Journal article
DOI: 10.15826/analitika.2023.27.4.007
EID:

2-s2.0-85195804401

Part of ISSN: 20731450 20731442
Contributors: Pomerantsev, A.L.; Rodionova, O.E.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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Comparative study of predictors of hypotensive efficacy of laser peripheral iridotomy and lensectomy in patients with primary anterior chamber angle closure based on machine learning methods

Biomedical Signal Processing and Control
2023 | Journal article
DOI: 10.1016/j.bspc.2023.104884
EID:

2-s2.0-85151555582

Part of ISSN: 17468108 17468094
Contributors: Kurysheva, N.I.; Rodionova, O.Y.; Pomerantsev, A.L.; Sharova, G.A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
grade
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Expanding the DD-SIMCA concept: A case study of precision medicine

Analytica Chimica Acta
2023 | Journal article
DOI: 10.1016/j.aca.2023.340958
EID:

2-s2.0-85148041949

Part of ISSN: 18734324 00032670
Contributors: Rodionova, O.; Kurysheva, N.; Sharova, G.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Limit of detection in qualitative analysis: Classification Analytical Signal approach

Microchemical Journal
2023 | Journal article
DOI: 10.1016/j.microc.2023.109490
EID:

2-s2.0-85173218713

Part of ISSN: 0026265X
Contributors: Pomerantsev, A.L.; Vtyurina, D.N.; Rodionova, O.Y.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Limit of Detection in Qualitative Analysis: Classification Analytical Signal Approach

SSRN
2023 | Other
DOI: 10.2139/ssrn.4534197
EID:

2-s2.0-85167738847

Part of ISSN: 15565068
Contributors: Pomerantsev, A.L.; Vtyurina, D.N.; Rodionova, O.Ye.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Machine learning couched treatment algorithms tailored to individualized profile of patients with primary anterior chamber angle closure predisposed to the glaucomatous optic neuropathy

Research Square
2023 | Other
DOI: 10.21203/rs.3.rs-3222039
EID:

2-s2.0-85171251094
Contributors: Kurysheva, N.I.; Rodionova, O.Y.; Pomerantsev, A.L.; Sharova, G.A.; Golubnitschaja, O.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Machine learning–couched treatment algorithms tailored to individualized profile of patients with primary anterior chamber angle closure predisposed to the glaucomatous optic neuropathy

EPMA Journal
2023 | Journal article
DOI: 10.1007/s13167-023-00337-1
EID:

2-s2.0-85168116702

Part of ISSN: 18785085 18785077
Contributors: Kurysheva, N.I.; Rodionova, O.Y.; Pomerantsev, A.L.; Sharova, G.A.; Golubnitschaja, O.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Multi-block DD-SIMCA as a high-level data fusion tool

Analytica Chimica Acta
2023 | Journal article
DOI: 10.1016/j.aca.2023.341328
EID:

2-s2.0-85158887972

Part of ISSN: 18734324 00032670
Contributors: Rodionova, O.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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Procrustes cross-validation of multivariate regression models

Analytica Chimica Acta
2023 | Journal article
DOI: 10.1016/j.aca.2023.341096
EID:

2-s2.0-85150933176

Part of ISSN: 18734324 00032670
Contributors: Kucheryavskiy, S.; Rodionova, O.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Subset selection using Combined Analytical Signal

Microchemical Journal
2023 | Journal article
DOI: 10.1016/j.microc.2023.108654
EID:

2-s2.0-85151369505

Part of ISSN: 0026265X
Contributors: Pomerantsev, A.L.; Rodionova, O.Y.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Subset Selection Using Combined Analytical Signal

SSRN
2023 | Other
DOI: 10.2139/ssrn.4372030
EID:

2-s2.0-85149384809

Part of ISSN: 15565068
Contributors: Pomerantsev, A.L.; Rodionova, O.Ye.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Comparison of Lens Extraction Versus Laser Iridotomy on Anterior Segment, Choroid, and Intraocular Pressure in Primary Angle Closure Using Machine Learning

Journal of Glaucoma
2023-06 | Journal article
DOI: 10.1097/ijg.0000000000002145
Part of ISSN: 1057-0829
Contributors: Natalia Ivanovna Kurysheva; Alexey Leonidovich Pomerantsev; Oxana Yevgenievna Rodionova; Galina Arkadievna Sharova
Source: Self-asserted source
Oxana Rodionova
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Comparative study of the efficacy of lens extraction and laser peripheral iridotomy in primary anterior chamber angle closure

National Journal glaucoma
2023-04-18 | Journal article
DOI: 10.53432/2078-4104-2023-22-4-3-14
Contributors: N. I. Kurysheva; O. Ye. Rodionova; A. L. Pomerantsev; G. A. Sharova
Source: check_circle
Crossref

Kinetic Model of Diclofenac Degradation Developed Using Multivariate Curve Resolution Method

Molecules
2022 | Journal article
DOI: 10.3390/molecules27227904
EID:

2-s2.0-85142440894

Part of ISSN: 14203049
Contributors: Rodionova, O.Y.; Pomerantsev, A.L.; Rutledge, D.N.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Machine Learning Methods in the Comparative Evaluation of Various Approaches to the Surgical Treatment of Primary Angle Closure,Методы машинного обучения в сравнительной оценке различных подходов к хирургическому лечению первичного закрытия угла передней камеры глаза

Oftalmologiya
2022 | Journal article
DOI: 10.18008/1816-5095-2022-3-549-556
EID:

2-s2.0-85144654728

Part of ISSN: 25000845 18165095
Contributors: Kurysheva, N.I.; Pomerantsev, A.L.; Rodionova, O.Ye.; Sharova, G.A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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Monitoring of the natural aging of Diclofenac tablets, NIR and MIR-ATR spectroscopy coupled with chemometrics data analysis

Journal of Pharmaceutical and Biomedical Analysis
2022 | Journal article
DOI: 10.1016/j.jpba.2022.114917
EID:

2-s2.0-85133496703

Part of ISSN: 1873264X 07317085
Contributors: Rodionova, O.Y.; Titova, A.V.; Godin, F.Y.; Balyklova, K.S.; Pomerantsev, A.L.; Rutledge, D.N.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Aerosol Dry Printing for SERS and Photoluminescence-Active Gold Nanostructures Preparation for Detection of Traces in Dye Mixtures

Nanomaterials
2022-01-28 | Journal article
DOI: 10.3390/nano12030448
Contributors: Victor Ivanov; Anna Lizunova; Oxana Rodionova; Andrei Kostrov; Denis Kornyushin; Arseniy Aybush; Arina Golodyayeva; Alexey Efimov; Victor Nadtochenko
Source: check_circle
Crossref
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Chemometric non-targeted analysis for detection of soybean meal adulteration by near infrared spectroscopy

Food Control
2021 | Journal article
DOI: 10.1016/j.foodcont.2020.107459
EID:

2-s2.0-85087510228

Part of ISSN: 09567135
Contributors: Rodionova, O.Y.; Fernández Pierna, J.A.; Baeten, V.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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Differentiating Pakistani long-grain rice grown inside and outside the accepted Basmati Himalayan geographical region using a ‘one-class’ multi-element chemometric model

Food Control
2021 | Journal article
DOI: 10.1016/j.foodcont.2020.107827
EID:

2-s2.0-85099615528

Part of ISSN: 09567135
Contributors: Arif, M.; Chilvers, G.; Day, S.; Naveed, S.A.; Woolfe, M.; Rodionova, O.Y.; Pomerantsev, A.L.; Kracht, O.; Brodie, C.; Mihailova, A. et al.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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Efficient tools for principal component analysis of complex data— a tutorial

Chemometrics and Intelligent Laboratory Systems
2021 | Journal article
DOI: 10.1016/j.chemolab.2021.104304
EID:

2-s2.0-85104412803

Part of ISSN: 18733239 01697439
Contributors: Rodionova, O.; Kucheryavskiy, S.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Influence of the quality of capsule shell on the non-invasive monitoring of medicines using Terizidone as an example

Journal of Pharmaceutical and Biomedical Analysis
2021 | Journal article
DOI: 10.1016/j.jpba.2021.114245
EID:

2-s2.0-85109538514

Part of ISSN: 1873264X 07317085
Contributors: Rodionova, O.Y.; Titova, A.V.; Demkin, N.A.; Balyklova, K.S.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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New trends in qualitative analysis: Performance, optimization, and validation of multi-class and soft models

TrAC - Trends in Analytical Chemistry
2021 | Journal article
DOI: 10.1016/j.trac.2021.116372
EID:

2-s2.0-85109580114

Part of ISSN: 18793142 01659936
Contributors: Pomerantsev, A.L.; Rodionova, O.Y.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Procrustes Cross-Validation of short datasets in PCA context

Talanta
2021 | Journal article
DOI: 10.1016/j.talanta.2021.122104
EID:

2-s2.0-85099506472

Part of ISSN: 00399140
Contributors: Pomerantsev, A.L.; Rodionova, O.Y.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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3.30 - Soft Independent Modeling by Class Analogy

Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, Second Edition: Four Volume Set
2020 | Book chapter
Part of DOI: 10.1016/B978-0-12-409547-2.14588-3
EID:

2-s2.0-85120315855

Part of ISBN: 9780444641656
Contributors: Pomerantsev, A.L.; Rodionova, O.Y.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

A New Approach to Analyze the Initiated Thermal Destruction of Polycarbonate

Russian Journal of Physical Chemistry B
2020 | Journal article
DOI: 10.1134/S1990793120060226
EID:

2-s2.0-85099858687

Part of ISSN: 19907923 19907931
Contributors: Kutsenova, A.V.; Ivanov, V.B.; Rodionova, O.E.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
grade
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Chemometric tools for food fraud detection: The role of target class in non-targeted analysis

Food Chemistry
2020 | Journal article
DOI: 10.1016/j.foodchem.2020.126448
EID:

2-s2.0-85080090057

Part of ISBN:

18737072 03088146
Contributors: Rodionova, O.Y.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Efficient PCA-exploration of high-dimensional datasets

ChemRxiv
2020 | Other
DOI: 10.26434/chemrxiv.13340711.v1
EID:

2-s2.0-85099900463

Part of ISSN: 25732293
Contributors: Rodionova, O.Y.; Kucheryavskiy, S.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
grade
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Procrustes Cross-Validation - A Bridge between Cross-Validation and Independent Validation Sets

Analytical Chemistry
2020 | Journal article
DOI: 10.1021/acs.analchem.0c02175
EID:

2-s2.0-85092588843

Part of ISSN: 15206882 00032700
Contributors: Kucheryavskiy, S.; Zhilin, S.; Rodionova, O.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
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Procrustes cross-validation — a bridge between cross-validation and independent validation set

ChemRxiv
2020 | Other
DOI: 10.26434/chemrxiv.12327803.v1
EID:

2-s2.0-85098893500

Part of ISSN: 25732293
Contributors: Kucheryavskiy, S.; Zhilin, S.; Rodionova, O.; Pomerantsev, A.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Screening Malaysian edible bird's nests for structural adulterants and geographical origin using Mid-Infrared – Attenuated Total Reflectance (MIR-ATR) spectroscopy combined with chemometric analysis by Data-Driven – Soft Independent Modelling of Class Analogy (DD-SIMCA)

Forensic Chemistry
2020 | Journal article
DOI: 10.1016/j.forc.2019.100197
EID:

2-s2.0-85075129381

Part of ISBN:

24681709
Contributors: Adenan, M.N.H.; Moosa, S.; Muhammad, S.A.; Abrahim, A.; Jandric, Z.; Islam, M.; Rodionova, O.; Pomerantsev, A.; Perston, B.; Cannavan, A. et al.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Soft Independent Modeling by Class Analogy

Comprehensive Chemometrics
2020 | Other
DOI: 10.1016/b978-0-12-409547-2.14588-3
Contributors: Alexey L. Pomerantsev; Oxana Ye. Rodionova
Source: Self-asserted source
Oxana Rodionova via Crossref Metadata Search

PLS-DA – A MATLAB GUI tool for hard and soft approaches to partial least squares discriminant analysis

Chemometrics and Intelligent Laboratory Systems
2020-08 | Journal article
DOI: 10.1016/j.chemolab.2020.104064
Part of ISSN: 0169-7439
Source: Self-asserted source
Oxana Rodionova
grade
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Popular decision rules in SIMCA: Critical review

Journal of Chemometrics
2020-08 | Journal article
DOI: 10.1002/cem.3250
Contributors: Alexey L. Pomerantsev; Oxana Ye Rodionova
Source: check_circle
Crossref
grade
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Detection of Outliers in Projection-Based Modeling

Analytical Chemistry
2020-02-04 | Journal article
DOI: 10.1021/acs.analchem.9b04611
Contributors: Oxana Ye. Rodionova; Alexey L. Pomerantsev
Source: check_circle
Crossref
grade
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Chemometric Authentication of Brazilian Coffees Based on Chemical Profiling

Journal of Food Science
2019 | Journal article
DOI: 10.1111/1750-3841.14815
EID:

2-s2.0-85074582456

Part of ISBN:

17503841 00221147
Contributors: Monteiro, P.I.; Santos, J.S.; Rodionova, O.Y.; Pomerantsev, A.; Chaves, E.S.; Rosso, N.D.; Granato, D.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier

Detection of counterfeit and substandard tablets using non-invasive NIR and chemometrics - A conceptual framework for a big screening system

Talanta
2019 | Journal article
DOI: 10.1016/j.talanta.2019.120150
EID:

2-s2.0-85069651067
Contributors: Rodionova, O.Y.; Titova, A.V.; Balyklova, K.S.; Pomerantsev, A.L.
Source: Self-asserted source
Oxana Rodionova via Scopus - Elsevier
Items per page:
Page 1 of 3

Peer review (24 reviews for 11 publications/grants)

Review activity for Applied food research. (1)
Review activity for Biomedical signal processing and control. (1)
Review activity for Chemometrics and intelligent laboratory systems. (8)
Review activity for Food chemistry. (4)
Review activity for Heritage science. (2)
Review activity for Journal of food composition and analysis. (1)
Review activity for Journal of pharmaceutical & biomedical analysis. (1)
Review activity for Microchemical journal. (1)
Review activity for Spectrochimica acta. (2)
Review activity for Talanta. (1)
Review activity for Trends in food science & technology. (2)
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