The potential and applicability of infrared spectroscopic methods for the rapid screening and routine analysis of mycotoxins in food crops

S Freitag, M Sulyok, N Logan… - … Reviews in Food …, 2022 - Wiley Online Library
Infrared (IR) spectroscopy is increasingly being used to analyze food crops for quality and
safety purposes in a rapid, nondestructive, and eco‐friendly manner. The lack of sensitivity …

Combining AI tools with non-destructive technologies for crop-based food safety: A comprehensive review

H Raki, Y Aalaila, A Taktour, DH Peluffo-Ordóñez - Foods, 2023 - mdpi.com
On a global scale, food safety and security aspects entail consideration throughout the farm-
to-fork continuum, considering food's supply chain. Generally, the agrifood system is a …

An electronic nose supported by an artificial neural network for the rapid detection of aflatoxin B1 and fumonisins in maize

MC Leggieri, M Mazzoni, S Fodil, M Moschini… - Food Control, 2021 - Elsevier
Mycotoxins pose a significant threat to the safety of food and its products. A rapid, reliable,
and cheap method of testing for the most important regulated mycotoxins would be useful …

Machine learning for predicting mycotoxin occurrence in maize

M Camardo Leggieri, M Mazzoni… - Frontiers in microbiology, 2021 - frontiersin.org
Meteorological conditions are the main driving variables for mycotoxin-producing fungi and
the resulting contamination in maize grain, but the crop** system used can mitigate this …

Infrared and raman spectroscopy

L Rodriguez-Saona, H Ayvaz - Nielsen's Food Analysis, 2024 - Springer
Infrared (IR) spectroscopy is currently widely used in the food industry for both qualitative
and quantitative analyses of ingredients and finished foods. Mid-IR, near-IR, and Raman …

Optimizing extraction solvents for deoxynivalenol analysis in maize via infrared attenuated total reflection spectroscopy and chemometric methods

A Femenias, P Fomina, V Tafintseva, S Freitag… - Analytical …, 2023 - pubs.rsc.org
Farmers, cereal suppliers and processors demand rapid techniques for the assessment of
mould-associated contamination. Deoxynivalenol (DON) is among the most important …

Electronic nose for the rapid detection of deoxynivalenol in wheat using classification and regression trees

M Camardo Leggieri, M Mazzoni, T Bertuzzi… - Toxins, 2022 - mdpi.com
Mycotoxin represents a significant concern for the safety of food and feed products, and
wheat represents one of the most susceptible crops. To manage this issue, fast, reliable, and …

Geographical origin discrimination of Chenpi using machine learning and enhanced mid-level data fusion

XK Li, LJ Tang, ZY Li, D Qiu, ZL Yang, XY Zhang… - npj Science of …, 2025 - nature.com
Chenpi, or dried tangerine peel, is a traditional Chinese ingredient valued in medicine and
edible for its digestive and respiratory benefits. The geographical origin of Chenpi is …

Machine Learning Applied to the Detection of Mycotoxin in Food: A Systematic Review

A Inglis, AC Parnell, N Subramani, FM Doohan - Toxins, 2024 - mdpi.com
Mycotoxins, toxic secondary metabolites produced by certain fungi, pose significant threats
to global food safety and public health. These compounds can contaminate a variety of …

Infrared spectroscopy–quo vadis?

M Hlavatsch, J Haas, R Stach, V Kokoric, A Teuber… - Applied Sciences, 2022 - mdpi.com
Given the exquisite capability of direct, non-destructive label-free sensing of molecular
transitions, IR spectroscopy has become a ubiquitous and versatile analytical tool. IR …