Artificial intelligence in food science and nutrition: a narrative review DOI
Taiki Miyazawa,

Yoichi Hiratsuka,

Masako Toda

et al.

Nutrition Reviews, Journal Year: 2022, Volume and Issue: 80(12), P. 2288 - 2300

Published: April 14, 2022

In the late 2010s, artificial intelligence (AI) technologies became complementary to research areas of food science and nutrition. This review aims summarize these technological advances by systematically describing following: use AI in other fields (eg, engineering, pharmacy, medicine); history relation nutrition; currently used agricultural industries; some important applications such as immunity-boosting foods, dietary assessment, gut microbiome profile analysis, toxicity prediction ingredients. These are likely be great demand near future. can provide a starting point for brainstorming generating new nutrition that have yet imagined.

Language: Английский

Wearable glove-embedded sensors for therapeutic drug monitoring in sweat for personalized medicine DOI
Paulo A. Raymundo‐Pereira, Nathalia O. Gomes, Sérgio Antônio Spínola Machado

et al.

Chemical Engineering Journal, Journal Year: 2022, Volume and Issue: 435, P. 135047 - 135047

Published: Feb. 4, 2022

Language: Английский

Citations

79

Internet of Things‐Enabled Food and Plant Sensors to Empower Sustainability DOI Creative Commons
Matin Ataei Kachouei, Ajeet Kaushik, Md. Azahar Ali

et al.

Advanced Intelligent Systems, Journal Year: 2023, Volume and Issue: 5(12)

Published: Oct. 10, 2023

To promote sustainability, this review explores: 1) the utilization of affordable high‐performance sensors that can enhance food safety and quality, plant growth, disease management 2) Internet Things (IoT)‐supported to empower farmers, stakeholders, agro‐food industries via rapid testing predictive analysis based on sensing generated informatics using artificial intelligence (AI). The performance such is noticeable, but technology still not suitable be used in real applications owing lack focus, scalability, well‐coordinated research, regulations. cover gap, carefully critically analyzes state‐of‐the‐art technologies developed for quality assurance (i.e., contaminants, toxins, packaging testing) growth monitoring phenotyping, stresses, volatile organic components, nutrient levels, hormones, pathogens) along with possible challenges. following has been proposed future research: promoting optimized combination green units supported by IoT perform at location, considering remote urban areas as a key analyzing AI should also focus risk assessment understanding optimizing necessary majors. Finally, perspectives IoT‐enabled sensors, their real‐world limitations, are discussed.

Language: Английский

Citations

51

Personalized Nutrition: Tailoring Dietary Recommendations through Genetic Insights DOI Open Access
Saiful Singar, Ravinder Nagpal, Bahram H. Arjmandi

et al.

Nutrients, Journal Year: 2024, Volume and Issue: 16(16), P. 2673 - 2673

Published: Aug. 13, 2024

Personalized nutrition (PN) represents a transformative approach in dietary science, where individual genetic profiles guide tailored recommendations, thereby optimizing health outcomes and managing chronic diseases more effectively. This review synthesizes key aspects of PN, emphasizing the basis responses, contemporary research, practical applications. We explore how differences influence metabolisms, thus underscoring importance nutrigenomics developing personalized guidelines. Current research PN highlights significant gene–diet interactions that affect various conditions, including obesity diabetes, suggesting interventions could be precise beneficial if they are customized to profiles. Moreover, we discuss implementations technological advancements testing enable real-time customization. Looking forward, this identifies robust integration bioinformatics genomics as critical for advancing PN. advocate multidisciplinary overcome current challenges, such data privacy ethical concerns associated with testing. The future lies broader adoption across wellness sectors, promising public medicine.

Language: Английский

Citations

26

Intelligent Wearable Systems: Opportunities and Challenges in Health and Sports DOI Open Access
Luyao Yang, Osama Amin, Basem Shihada

et al.

ACM Computing Surveys, Journal Year: 2024, Volume and Issue: 56(7), P. 1 - 42

Published: Feb. 15, 2024

Wearable devices, or wearables, designed to be attached the human body, can gather personalized real-time data and continuously monitor an individual’s health status physiological disposition in a non-invasive manner. Intelligent wearables integrate advanced machine learning algorithms process complex patterns provide accurate insights. As result, intelligent have emerged as ground-breaking innovation fields of sports health, introducing new paradigm kinematic analysis patient evaluation. For example, virtual coaches offer feedback on athletes’ performance, whereas physicians assist customizing medication for patients. This article provides overview various types their applications sports, categorizes algorithms, introduces wireless body area sensor network (WBASN) used communication wearable sensors. Additionally, we discuss potential challenges development directions that could shape future propose effective solutions continued enhancement. offers valuable insights into exciting transform healthcare sports.

Language: Английский

Citations

25

Advancements in food quality monitoring: integrating biosensors for precision detection DOI Creative Commons
Soumitra Nath

Sustainable Food Technology, Journal Year: 2024, Volume and Issue: 2(4), P. 976 - 992

Published: Jan. 1, 2024

The integration of advanced biosensors enhances the detection contaminants in food. This approach addresses challenges related to sensitivity, specificity, and environmental factors, ensuring food safety quality.

Language: Английский

Citations

21

Ultra‐Sensitive and Stable Multiplexed Biosensors Array in Fully Printed and Integrated Platforms for Reliable Perspiration Analysis DOI Creative Commons
Suman Ma, Zhu’an Wan, Chen Wang

et al.

Advanced Materials, Journal Year: 2024, Volume and Issue: 36(24)

Published: Feb. 23, 2024

Abstract Electrochemical biosensors have emerged as one of the promising tools for tracking human body physiological dynamics via non‐invasive perspiration analysis. However, it remains a key challenge to integrate multiplexed sensors in highly controllable and reproducible manner achieve long‐term reliable biosensing, especially on flexible platforms. Herein, fully inkjet printed integrated biosensing patch with remarkably high stability sensitivity is reported first time. These desirable characteristics are enabled by unique interpenetrating interface design precise control over active materials mass loading, owing optimized ink formulations droplet‐assisted printing processes. The deliver sensitivities 313.28 µA m −1 cm −2 glucose 0.87 alcohol sensing minimal drift 30 h, which among best literature. can be used wireless diet monitoring or medical intervention epidermal analysis would inspire advances wearable devices intelligent healthcare applications.

Language: Английский

Citations

20

Investigation and Assessment of AI’s Role in Nutrition—An Updated Narrative Review of the Evidence DOI Open Access
Hanin Kassem,

A. Shamla Beevi,

Sondos Basheer

et al.

Nutrients, Journal Year: 2025, Volume and Issue: 17(1), P. 190 - 190

Published: Jan. 5, 2025

Background: Artificial Intelligence (AI) technologies are now essential as the agenda of nutrition research expands its scope to look at intricate connection between food and health in both an individual a community context. AI also helps tracing offering solutions dietary assessment, personalized clinical nutrition, well disease prediction management, such cardiovascular diseases, diabetes, cancer, obesity. This review aims investigate assess different applications roles understand potential future impact. Methods: We used PubMed, Scopus, Web Science, Google Scholar, EBSCO databases for our search. Results: Our findings indicate that is reshaping field ways were previously unimaginable. By enhancing how we diets, customize plans, manage complex conditions, has become tool. Technologies like machine learning models, wearable devices, chatbot revolutionizing accuracy tracking, making it easier than ever provide tailored individuals communities. These innovations proving invaluable combating diet-related illnesses encouraging healthier eating habits. One breakthrough been where significantly reduced errors common traditional methods. Tools use visual recognition, deep learning, mobile have made possible analyze nutrient content meals with incredible precision. Conclusions: Moving forward, collaboration tech developers, healthcare professionals, policymakers, researchers will be essential. focusing on high-quality data, addressing ethical challenges, keeping user needs forefront, can truly revolutionize science. The enormous. set make not only more effective but equitable accessible everyone.

Language: Английский

Citations

5

Wearable Self‐Powered Electrochemical Devices for Continuous Health Management DOI
Marc Parrilla, Karolien De Wael

Advanced Functional Materials, Journal Year: 2021, Volume and Issue: 31(50)

Published: Sept. 9, 2021

Abstract The wearable revolution is already present in society through numerous gadgets. However, the contest remains fully deployable (bio)chemical sensing. Its use constrained by energy consumption which provided miniaturized batteries, limiting autonomy of device. Hence, combination materials and engineering efforts to develop sustainable management paramount next generation self‐powered electrochemical devices (WeSPEDs). In this direction, review highlights for first time incorporation innovative harvesting technologies with top‐notch sensors low‐powered toward battery‐free self‐sustainable health wellbeing management. First, current elements such as designs, sensors, harvesters storage, user interfaces that conform WeSPEDs are depicted. Importantly, bottlenecks development from an analytical perspective, product side, power needs carefully addressed. Subsequently, opportunities discussed. Finally, key findings will enable proposed. Overall, aims bring new strategies energy‐balanced deployment successful monitoring parameters body personalized, predictive, importantly, preventive healthcare.

Language: Английский

Citations

96

Wearable sensors made with solution-blow spinning poly(lactic acid) for non-enzymatic pesticide detection in agriculture and food safety DOI
Rafaella T. Paschoalin, Nathalia O. Gomes, Gabriela F. Almeida

et al.

Biosensors and Bioelectronics, Journal Year: 2021, Volume and Issue: 199, P. 113875 - 113875

Published: Dec. 11, 2021

Language: Английский

Citations

92

Recent advances in flexible and wearable sensors for monitoring chemical molecules DOI Open Access
Hang Zhao, Rui Su, Lijun Teng

et al.

Nanoscale, Journal Year: 2021, Volume and Issue: 14(5), P. 1653 - 1669

Published: Dec. 21, 2021

This review focuses on the wearability of chemical sensors and analyzes pros cons relating to practical wearable applications. We also discuss current challenges outlook flexible sensors.

Language: Английский

Citations

74