2021
DOI: 10.3389/fgene.2021.768979
|View full text |Cite
|
Sign up to set email alerts
|

Artificial Intelligence in Functional Food Ingredient Discovery and Characterisation: A Focus on Bioactive Plant and Food Peptides

Abstract: Scientific research consistently demonstrates that diseases may be delayed, treated, or even prevented and, thereby, health may be maintained with health-promoting functional food ingredients (FFIs). Consumers are increasingly demanding sound information about food, nutrition, nutrients, and their associated health benefits. Consequently, a nutrition industry is being formed around natural foods and FFIs, the economic growth of which is increasingly driven by consumer decisions. Information technology, in part… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1
1

Citation Types

0
18
0

Year Published

2022
2022
2024
2024

Publication Types

Select...
5
3

Relationship

1
7

Authors

Journals

citations
Cited by 19 publications
(18 citation statements)
references
References 154 publications
0
18
0
Order By: Relevance
“…Machine learning allows a computer system to develop an algorithm that can map input information, such as details about packaged foods and beverages, and to predict a specified output (e.g., fiber content) based on commonly available nutrient information (Davies et al, 2021). The integration of AI into the discovery and development of functional food ingredients can lead to a safer and more sustainable food chain achieving safe and costeffective solutions for improved human and animal health (Doherty et al, 2021). In addition to machine learning, AI, and IoT, other Industry 4.0 components, such as 3D printing, can have a significant role in food fortification and manufacturing of functional foods.…”
Section: Food Fortification and Functional Foodsmentioning
confidence: 99%
“…Machine learning allows a computer system to develop an algorithm that can map input information, such as details about packaged foods and beverages, and to predict a specified output (e.g., fiber content) based on commonly available nutrient information (Davies et al, 2021). The integration of AI into the discovery and development of functional food ingredients can lead to a safer and more sustainable food chain achieving safe and costeffective solutions for improved human and animal health (Doherty et al, 2021). In addition to machine learning, AI, and IoT, other Industry 4.0 components, such as 3D printing, can have a significant role in food fortification and manufacturing of functional foods.…”
Section: Food Fortification and Functional Foodsmentioning
confidence: 99%
“…Scientists and the food industry should adopt a consumer-driven health benefits approach to develop prototypes and the final FF [60]. Many scientific articles highlight the development of FF, but no results from human interventions are shown, nor are the data from potential consumers (e.g.…”
Section: Is the Development Of Cardioprotective Functional Foods Feas...mentioning
confidence: 99%
“…As a result of precision nutrition research, the food industry has produced gluten-free diets for people with coeliac disease, probiotics for individuals with lactose intolerance, phenylalanine-restricted diets for those with phenylketonuria, and galactose-free products for patients with galactosaemia [ 84 ]. Research evidence from the N 2 RTU will be invaluable to the Malaysian food industry in several ways: reformulation of existing products, development of nutraceuticals and functional foods, integration of functional bioactive compounds, identification of the population subgroups in need of fortification, and validation of health benefits of products [ 85 , 86 ]. In addition, the N 2 RTU will bring together HCPs from different backgrounds, thereby fostering the public-private partnerships that are necessary for the creation of new public health policies and for the reformulation of existing policies to tackle malnutrition and related diseases.…”
Section: Implementing Nutrigenetics and Nutrigenomics Training For St...mentioning
confidence: 99%