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References from Context-aware digital nutrition and abdominal acoustic feedback in Taiwanese university students: a 12-week single-arm field intervention and a separate 4-week randomized feasibility pilot. Local targets link to admitted publications; unresolved targets remain external evidence.
The global obesity pandemic: shaped by global drivers and local environments
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The use of social media in nutrition interventions for adolescents and young adults: a systematic review
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Behavioral and cognitive changes in young adults towards food and nutrition after exposure to digital food communication: a mixed-methods systematic review
10.1186/s12966-025-01817-5 · 2025 · External reference
What do adolescents see on social media? A diary study of food marketing images on social media
10.3389/fpsyg.2019.02637 · 2019 · External reference
Personalized nutrition and health
10.1136/bmj.k2173 · 2018 · External reference
Personalized nutrition by prediction of glycemic responses
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Precision nutrition: maintaining scientific integrity while realizing market potential
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Wearable devices as facilitators, not drivers, of health behavior change
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The rise of consumer health wearables: promises and barriers
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Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses
10.1016/s2589-7500(22)00111-x · 2022 · External reference
A systematic review of the use of dietary self-monitoring in behavioral weight-loss interventions: delivery, intensity, and effectiveness
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Understanding and promoting effective engagement with digital behavior change interventions
10.1016/j.amepre.2016.06.015 · 2016 · External reference
College students and eating habits: a study using an ecological model for healthy behavior
10.3390/nu10121823 · 2018 · External reference
Determinants of eating behavior in university students: a qualitative study using focus group discussions
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Correlates of meal skipping in young adults: a systematic review
10.1186/s12966-016-0451-1 · 2016 · External reference
Effects of a healthy-eater self-schema and nutrition literacy on healthy-eating behaviors among Taiwanese college students
10.1093/heapro/dax080 · 2019 · External reference
Electronic health literacy and dietary behaviors in Taiwanese college students: cross-sectional study
10.2196/13140 · 2019 · External reference
Nutrition literacy mediates the relationships between multi-level factors and college students' healthy eating behavior: evidence from a cross-sectional study
10.3390/nu13103451 · 2021 · External reference
Gastrointestinal regulation of food intake
10.1172/jci30227 · 2007 · External reference
Metabolic and hedonic drives in the neural control of appetite: who is the boss?
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The gut-brain axis in appetite, satiety, food intake, and eating behavior: insights from animal models and human studies
10.1002/prp2.70027 · 2024 · External reference
Feeding gut microbes to nourish the brain: unraveling the diet-microbiota-gut-brain axis
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A review of interventions that promote eating by internal cues
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Intuitive eating and its psychological correlates: a meta-analysis
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The positive eating scale: relationship with objective health parameters and validity in Germany, the USA, and India
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The positive eating scale: associations with eating behavior, food choice, and body mass index
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Just-in-time adaptive interventions in mobile health: key components and design principles for ongoing health behavior support
10.1007/s12160-016-9830-8 · 2018 · External reference
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The behavior change wheel: a new method for characterizing and designing behavior change interventions
10.1186/1748-5908-6-42 · 2011 · External reference
Persuasive system design does matter: a systematic review of adherence to web-based interventions
10.2196/jmir.2104 · 2012 · External reference
How are habits formed: modeling habit formation in the real world
10.1002/ejsp.674 · 2010 · External reference
Automated bowel sound analysis: an overview
10.3390/s21165294 · 2021 · External reference
Development of a bowel sound detector adapted to demonstrate the effect of food intake
10.1186/s12938-021-00969-2 · 2022 · External reference
A high-sensitivity bowel sound electronic monitor based on piezoelectric micromachined ultrasonic transducers
10.3390/mi13122221 · 2022 · External reference
Automated bowel sound and motility analysis with CNN using a smartphone
10.3390/s23010407 · 2023 · External reference
SonicGuard sensor: a multichannel acoustic sensor for long-term monitoring of abdominal sounds examined through a qualification study
10.3390/s24061843 · 2024 · External reference
Multiscale bowel sound event spotting in highly imbalanced wearable monitoring data: algorithm development and validation study
10.2196/51118 · 2024 · External reference
Enhancing bowel sound recognition with self-attention and self-supervised pre-training
10.1371/journal.pone.0311503 · 2024 · External reference
How culture and environment reshape the adoption and effectiveness of wearable diet monitoring in university students: an extended KANO-TAM-SEM model study using Taiwan as an example
10.3389/fpsyg.2026.1795601. · 2026 · External reference
Development of the world health organization WHOQOL-BREF quality of life assessment
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Evaluating goodness-of-fit indexes for testing measurement invariance
10.1207/s15328007sem0902_5 · 2002 · External reference
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
10.1136/bmj.m3164 · 2020 · External reference
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension
10.1136/bmj.m3210 · 2020 · External reference
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10.1136/bmj-2022-070904 · 2022 · External reference
CONSORT 2010 statement: extension to randomized pilot and feasibility trials
10.1136/bmj.i5239 · 2016 · External reference
Examining plausibility of self-reported energy intake data: considerations for method selection
10.3389/fnut.2017.00045 · 2017 · External reference
Unresolved reference
2013 · External reference
Diet assessment methods in the nurses' health studies and contribution to evidence-based nutritional policies and guidelines
10.2105/ajph.2016.303348 · 2016 · External reference
The big three health behaviors and mental health and well-being among young adults: a cross-sectional investigation of sleep, exercise, and diet
10.3389/fpsyg.2020.579205 · 2020 · External reference
A systematic review of the association of diet quality with the mental health of university students
10.1093/her/cyac035 · 2023 · External reference
The association of overall dietary quality on stress, anxiety, depression, and academic performance in college students: a systematic review
10.1080/07448481.2024.2418521 · 2025 · External reference
New mobile methods for dietary assessment: a review of image-assisted and image-based approaches
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Precision public health for the era of precision medicine
10.1016/j.amepre.2015.08.031 · 2016 · External reference
CONSORT-EHEALTH: improving and standardizing evaluation reports of web-based and mobile health interventions
10.2196/jmir.1923 · 2011 · External reference