Efficacy of FiberMore, an AI-Based mHealth Intervention to Increase Dietary Fiber Intake Among Type 2 Diabetes Patients: Protocol for a Pilot Randomized Controlled Trial
There are currently no mHealth dietary interventions that specifically focus on increasing fiber intake in Japan, highlighting the novelty of this intervention. This trial will generate important evidence on the efficacy, feasibility, and safety of an AI-based mHealth intervention for enhancing dietary fiber intake and glycemic control in free-living individuals with T2D. Furthermore, as a pilot study, it will offer valuable insights into the development of AI as a promising tool for accurate, low-burden dietary assessment.
Authors
- Nagisa Ishibashi (ORCID: https://orcid.org/0009-0002-9523-8873)
- Akihiro Isogawa (ORCID: https://orcid.org/0000-0003-1355-5825)
- Masaki Igarashi (ORCID: https://orcid.org/0000-0002-3331-3877)
- Tomokazu Kawaguchi (ORCID: https://orcid.org/0009-0006-6217-7057)
- Wei Thing Sze (ORCID: https://orcid.org/0000-0003-1054-6886)
- Toshimasa Yamauchi (ORCID: https://orcid.org/0000-0003-4827-6404)
- Kengo Miyoshi (ORCID: https://orcid.org/0009-0001-1735-2075)
- Masaomi Nangaku (ORCID: https://orcid.org/0000-0001-7401-2934)
- Sunao Iwata (ORCID: https://orcid.org/0009-0004-5662-2316)
- Tomohisa Aoyama (ORCID: https://orcid.org/0009-0000-6234-4472)
- Yuri Kadowaki (ORCID: https://orcid.org/0009-0008-7453-1775)
- Kayo Waki (ORCID: https://orcid.org/0000-0003-0046-2523)
- Kana Miyake (ORCID: https://orcid.org/0000-0003-2631-7084)
- Masahiko Tanaka (ORCID: https://orcid.org/0009-0005-9344-1044)
- Yoshinori Matsuo (ORCID: https://orcid.org/0000-0002-9252-8042)
- Gotaro Toda (ORCID: https://orcid.org/0000-0003-3194-4533)
- Koji Hasegawa (ORCID: https://orcid.org/0009-0006-1033-6490)
- S. Kameda (ORCID: https://orcid.org/0009-0005-1026-2391)
- Yuwen Ji (ORCID: https://orcid.org/0009-0006-5173-5877)
- Daniel Lane (ORCID: https://orcid.org/0009-0004-4638-465X)
- Ryohei Nakada (ORCID: https://orcid.org/0009-0002-8430-875X)
Institutions
- Bunkyo University (JP)
- University of Tokyo Hospital (JP)
- University of Tokyo Health Sciences (JP)
- Mitsui Memorial Hospital (JP)
- Department of Health (IE)
- The University of Tokyo (JP)
Publication Details
- Journal
- JMIR Research Protocols
- Published
- 2025-12-04
- DOI
- https://doi.org/10.2196/78019
- Citations
- 1
- Primary Topic
- Nutritional Studies and Diet
- Type
- article
- Field-Weighted Citation Impact
- 1.88