ReviewFrontiers in chemistry2018
Chemometric Methods for Spectroscopy-Based Pharmaceutical Analysis.
Review in Frontiers in chemistry, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
57 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Liquid biopsy for cancer diagnosis using vibrational spectroscopy: systematic review.BJS open · 2020Pooled it
- "Green spectrophotometric determination of rupatadine, its toxic impurity, and methyl paraben: comparative AI-assisted univariate versus multivariate chemometrics".Scientific reports · 2026Article
- Spectral residual augmented classical least squares for simultaneous green determination of cetirizine, fexofenadine and loratadine by UV spectrophotometry in pharmaceuticals and environmental samples.Scientific reports · 2026Article
- Article
- Bio-inspired chemometric methods for simultaneous UV spectrophotometric determination of molnupiravir, nirmatrelvir, and favipiravir in pharmaceutical formulations and environmental samples.Scientific reports · 2026Article
- Seasonal Variation in WildMolecules (Basel, Switzerland) · 2026Article
- Chemometric Methods Applied to Infrared and Raman Spectroscopy for Arboviruses Diagnosis: A Systematic Review With Meta-Analysis.Analytical science advances · 2025Review
- The Use of Metabolomics Approach in the Combination with Multivariate Data Analysis for the Identification of Non-Halal Meats: A Narrative Review.Food science of animal resources · 2025Review
- Spectroscopic and Chemometric Evaluation of the Stability of Timolol, Naphazoline, and Diflunisal in the Presence of Reactive Excipients Under Forced Degradation Conditions.Molecules (Basel, Switzerland) · 2025Article
- Metabolic profile changes in patients with rheumatoid arthritis detected using mass spectrometry.Scientific reports · 2025Article
- Laser-Induced Solid-Phase UV Fluorescence Spectroscopy for Rapid Detection of Polycyclic Aromatic Hydrocarbons in the Land Snail Bioindicator,Biosensors · 2025Article
- Rapid monitoring of fermentations: a feasibility study on biological 2,3-butanediol production.Biotechnology for biofuels and bioproducts · 2025Article
- Chemometric Model for Rapid Determination of Syringyl/Guaiacyl Ratio in Non-Wood by FT-NIR Spectroscopic Data.Analytical science advances · 2025Article
- Evaluation of Chitosan-Based Axiostat as Hemostatic Dressing for Endovascular Procedures in Patients with Leriche Syndrome on Anticoagulant Therapy.Pharmaceuticals (Basel, Switzerland) · 2025Article
- Chemometric-assisted UV spectrophotometric methods for determination of miconazole nitrate and lidocaine hydrochloride along with potential impurity and dosage from preservatives.BMC chemistry · 2025Article
- Comparison of different Raman spectrometer models in the quantification of blood serum analytes.Lasers in medical science · 2025Article
- Advancements in SERS: Revolutionizing Biomedical Analysis and Applications.Nanotheranostics · 2025Review
- NIRSpredict: a platform for predicting plant traits from near infra-red spectroscopy.BMC plant biology · 2024Article
- Handheld NIR Spectroscopy Combined with a Hybrid LDA-SVM Model for Fast Classification of Retail Milk.Foods (Basel, Switzerland) · 2024Article
- Rapid Classification of Milk Using a Cost-Effective Near Infrared Spectroscopy Device and Variable Cluster-Support Vector Machine (VC-SVM) Hybrid Models.Foods (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Spectroscopy is widely used to characterize pharmaceutical products or processes, especially due to its desirable characteristics of being rapid, cheap, non-invasive/non-destructive and applicable both off-line and in-/at-/on-line. Spectroscopic techniques produce profiles containing a high amount of information, which can profitably be exploited through the use of multivariate mathematic and statistic (chemometric) techniques. The present paper aims at providing a brief overview of the different chemometric approaches applicable in the context of spectroscopy-based pharmaceutical analysis, discussing both the unsupervised exploration of the collected data and the possibility of building predictive models for both quantitative (calibration) and qualitative (classification) responses.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.