"Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence" - Information and Links:

Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence - Info and Reading Options


“Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence” Metadata:

  • Title: ➤  Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence
  • Authors:

Edition Identifiers:

  • Internet Archive ID: osf-registrations-vfmhe-v1

AI-generated Review of “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence”:


"Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence" Description:

The Internet Archive:

Background: Advances in precision nutrition, coupled with the growing integration of artificial intelligence (AI) and mobile health (mHealth) technologies, are paving the way for personalized guidance as a complementary toolset to traditional population-based recommendations. These innovations have the potential to improve dietary choices, optimize hydration status, and contribute to the prevention of non-communicable chronic diseases (NCDs). Objectives: This scoping review aims to map the existing literature on AI-integrated hydration and nutrition systems. The goal is to identify key concepts, technological frameworks, and research gaps in the intersection of AI, mHealth, and personalized hydration. Eligibility Criteria: - Inclusion: Peer-reviewed articles, conference proceedings, and grey literature in English focusing on AI-driven nutrition systems, mHealth dietary guidance, hydration monitoring technologies, and personalized nutrition. - Exclusion: Non-English studies, purely clinical studies without technological components, and reviews lacking focus on AI or mHealth. Information Sources: Databases searched include PubMed/MEDLINE, Web of Science, and Scopus from inception to March 2025. Search Strategy: Search terms included combinations of: - Artificial intelligence: "machine learning", "artificial intelligence", "deep learning", "algorithm", "predictive modeling" - Mobile health: "mobile health", "mHealth", "smartphone application", "mobile app", "digital health" - Personalized nutrition: "personalized nutrition", "precision nutrition", "personalized diet", "individualized nutrition", "tailored nutrition" - Hydration: "hydration", "fluid intake", "water intake", "water consumption", "dehydration prevention" - Food recommendation systems: "food recommendation", "dietary guidance", "nutrition intervention", "eating behavior" Data Charting Process: Articles were screened by title and abstract, followed by full-text review. Data extraction focused on study characteristics, technology features, outcomes, implementation challenges, and policy considerations. Synthesis Plan: A qualitative thematic synthesis was conducted to identify trends and gaps. No formal quality appraisal tools were applied due to the conceptual nature of the review.

Read “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence”:

Read “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence” by choosing from the options below.

Available Downloads for “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence”:

"Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence" is available for download from The Internet Archive in "data" format, the size of the file-s is: 0.09 Mbs, and the file-s went public at Mon Jul 14 2025.

Legal and Safety Notes

Copyright Disclaimer and Liability Limitation:

A. Automated Content Display
The creation of this page is fully automated. All data, including text, images, and links, is displayed exactly as received from its original source, without any modification, alteration, or verification. We do not claim ownership of, nor assume any responsibility for, the accuracy or legality of this content.

B. Liability Disclaimer for External Content
The files provided below are solely the responsibility of their respective originators. We disclaim any and all liability, whether direct or indirect, for the content, accuracy, legality, or any other aspect of these files. By using this website, you acknowledge that we have no control over, nor endorse, the content hosted by external sources.

C. Inquiries and Disputes
For any inquiries, concerns, or issues related to the content displayed, including potential copyright claims, please contact the original source or provider of the files directly. We are not responsible for resolving any content-related disputes or claims of intellectual property infringement.

D. No Copyright Ownership
We do not claim ownership of any intellectual property contained in the files or data displayed on this website. All copyrights, trademarks, and other intellectual property rights remain the sole property of their respective owners. If you believe that content displayed on this website infringes upon your intellectual property rights, please contact the original content provider directly.

E. Fair Use Notice
Some content displayed on this website may fall under the "fair use" provisions of copyright law for purposes such as commentary, criticism, news reporting, research, or educational purposes. If you believe any content violates fair use guidelines, please reach out directly to the original source of the content for resolution.

Virus Scanning for Your Peace of Mind:

The files provided below have already been scanned for viruses by their original source. However, if you’d like to double-check before downloading, you can easily scan them yourself using the following steps:

How to scan a direct download link for viruses:

  • 1- Copy the direct link to the file you want to download (don’t open it yet).
    • (a free online tool) and paste the direct link into the provided field to start the scan.
  • 2- Visit VirusTotal (a free online tool) and paste the direct link into the provided field to start the scan.
  • 3- VirusTotal will scan the file using multiple antivirus vendors to detect any potential threats.
  • 4- Once the scan confirms the file is safe, you can proceed to download it with confidence and enjoy your content.

Available Downloads

  • Source: Internet Archive
  • All Files are Available: Yes
  • Number of Files: 5
  • Number of Available Files: 5
  • Added Date: 2025-07-14 19:10:41
  • Scanner: Internet Archive Python library 1.9.9

Available Files:

1- ZIP

  • File origin: original
  • File Format: ZIP
  • File Size: 0.00 Mbs
  • File Name: bag.zip
  • Direct Link: Click here

2- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: osf-registrations-vfmhe-v1_files.xml
  • Direct Link: Click here

3- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: osf-registrations-vfmhe-v1_meta.sqlite
  • Direct Link: Click here

4- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: osf-registrations-vfmhe-v1_meta.xml
  • Direct Link: Click here

5- Archive BitTorrent

  • File origin: metadata
  • File Format: Archive BitTorrent
  • File Size: 0.00 Mbs
  • File Name: osf-registrations-vfmhe-v1_archive.torrent
  • Direct Link: Click here

Search for “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence” downloads:

Visit our Downloads Search page to see if downloads are available.

Find “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence” in Libraries Near You:

Read or borrow “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence” from your local library.

Buy “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence” online:

Shop for “Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence” on popular online marketplaces.



Find "Artificial Intelligence Applications In Nutrition And Hydration Systems: A Scoping Review Of Emerging Trends And Empirical Evidence" in Wikipdedia