Comparative analysis of modified partial least squares regression and hybrid deep learning models for predicting protein content in Perilla (Perilla frutescens L.) seed meal using NIR spectroscopy
Author:
Funder
Swiss Agency for Development and Cooperation
Publisher
Elsevier BV
Reference70 articles.
1. Identification and quantification of essential oil content and composition, total polyphenols and antioxidant capacity of Perilla frutescens (L.) Britt;Ahmed;Food Chemistry,2018
2. Perilla frutescens L.: A dynamic food crop worthy of future challenges;Aochen;Frontiers in Nutrition,2023
3. In vitro screening antiviral activity of Thai medicinal plants against porcine reproductive and respiratory syndrome virus;Arjin;BMC Veterinary Research,2020
4. Development of NIRS models to predict protein and amylose content of brown rice and proximate compositions of rice bran;Bagchi;Food Chemistry,2016
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