Non-destructive detection of pine nut quality based on tri-modal feature fusion

To address the susceptibility of pine nuts to acidification and oxidation during storage and processing, this study developed an intelligent non-destructive detection framework. A tri-modal deep learning framework, incorporating a multi-dimensional attention mechanism to fuse image, spectral, and texture features, is proposed. This framework enables the synergistic modeling of variety identification, deterioration grading, and precise […]

Macadamia (Macadamia integrifolia) oil: A review of its extraction, nutritional composition, health benefits, and applications

Macadamia oil has gained increasing attention as a plant-based edible oil with potentially health-promoting properties, which is leading to increased applications within the food, cosmetic, and pharmaceutical sectors. Despite growing industry and consumer interest, however, a comprehensive evaluation of its composition, extraction, and health benefits remains limited compared with other plant oils. This review addresses […]

Sustainable plant-based milk analogs from pistachio, lupin and almond: a zero-waste approach with improved quality attributes

The growing demand for plant-based foods is driven by health, sustainability, and consumer preferences. In the case of developing dairy alternatives, it requires innovative and sustainable approaches. This study investigates the production of plant-based milk analogs from pistachio, almond, and lupin to develop plant beverage formulations suitable for subsequent production of fermented dairy analogs through […]

Antioxidant capacity and sensory profiles of peanut skin infusions

The popularity of functional beverages such as tea and herbal infusions led to the search for alternative sources of raw materials that provide great taste and functionality to consumers. Peanut skins are a rich source of phenolic compounds and their utilization in beverage was attempted. Total phenolics (TP) and antioxidant capacity (AOC) were determined in […]