Challenges in the Use of AI-Driven Non-Destructive Spectroscopic Tools for Rapid Food Analysis

W Jia, K Georgouli, J Martinez-Del Rincon, A Koidis - Foods, 2024 - mdpi.com
Routine, remote, and process analysis for foodstuffs is gaining attention and can provide
more confidence for the food supply chain. A new generation of rapid methods is emerging …

A study on origin traceability of white tea (White Peony) based on near-infrared spectroscopy and machine learning algorithms

L Zhang, H Dai, J Zhang, Z Zheng, B Song, J Chen… - Foods, 2023 - mdpi.com
Identifying the geographical origins of white tea is of significance because the quality and
price of white tea from different production areas vary largely from different growing …

NIR instruments and prediction methods for rapid access to grain protein content in multiple cereals

K Chadalavada, K Anbazhagan, A Ndour… - Sensors, 2022 - mdpi.com
Achieving global goals for sustainable nutrition, health, and wellbeing will depend on
delivering enhanced diets to humankind. This will require instantaneous access to …

Non-destructive detection and classification of textile fibres based on hyperspectral imaging and 1D-CNN

J Huang, H He, R Lv, G Zhang, Z Zhou, X Wang - Analytica Chimica Acta, 2022 - Elsevier
Textile fibre is very common in daily life, and its classification and identification play an
important role in textile recycling, archaeology, public security, and other industries …

Nondestructive Detection of Pesticide Residue (Chlorpyrifos) on Bok Choi (Brassica rapa subsp. Chinensis) Using a Portable NIR Spectrometer Coupled with a …

R Lapcharoensuk, C Fhaykamta, W Anurak… - Foods, 2023 - mdpi.com
The contamination of agricultural products, such as vegetables, by pesticide residues has
received considerable attention worldwide. Pesticide residue on vegetables constitutes a …

A comparative UHPLC-Q/TOF-MS-based metabolomics approach coupled with machine learning algorithms to differentiate Keemun black teas from narrow …

C Peng, Y Ren, Z Ye, H Zhu, X Liu, X Chen… - Food Research …, 2022 - Elsevier
Geographic-label is a remarkable feature for Chinese tea products. In this study, the UHPLC-
Q/TOF-MS-based metabolomics approach coupled with chemometrics was used to …

[HTML][HTML] Characterization of Brazilian floral honey produced in the states of Santa Catarina and São Paulo through ultraviolet–visible (UV–vis), near-infrared (NIR), and …

A Nunes, GZ Azevedo, BR Dos Santos… - Food Research …, 2022 - Elsevier
Honey is considered a complex matrix for presenting a range of secondary metabolites
originating from the regional flora. It has been highlighted as a functional food consumed …

Deep Learning Combined with Hyperspectral Imaging Technology for Variety Discrimination of Fritillaria thunbergii

MH Kabir, ML Guindo, R Chen, F Liu, X Luo, W Kong - Molecules, 2022 - mdpi.com
Traditional Chinese herbal medicine (TCHM) plays an essential role in the international
pharmaceutical industry due to its rich resources and unique curative properties. The …

Chemometric approach based on explainable AI for rapid assessment of macronutrients in different organic fertilizers using fusion spectra

ML Guindo, MH Kabir, R Chen, J Huang, F Liu, X Li… - Molecules, 2023 - mdpi.com
Wet chemical methods are usually employed in the analysis of macronutrients such as
Potassium (K) and Phosphorus (P) and followed by traditional sensor techniques, including …

Multi-Element Analysis and Origin Discrimination of Panax notoginseng Based on Inductively Coupled Plasma Tandem Mass Spectrometry (ICP-MS/MS)

C Ji, J Liu, Q Zhang, J Li, Z Wu, X Wang, Y **e, J Zhao… - Molecules, 2022 - mdpi.com
Panax notoginseng is an important functional health product, and has been used worldwide
because of a wide range of pharmacological activities, of which the taproot is the main …