ReviewNutrients2021
Fluid Intake Monitoring Systems for the Elderly: A Review of the Literature.
Review in Nutrients, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 49 citations in OpenAlex.
- Technology to Automatically Record Eating Behavior in Real Life: A Systematic Review.Sensors (Basel, Switzerland) · 2023Pooled it
- Optimizing Recovery in Elderly Patients: Anabolic Benefits of Glucose Supplementation during the Rehydration Period.Nutrients · 2024Trial
- Feasibility of Mini sipUrology · 2023Trial
- Review
- Hydration status, thirst discomfort, and ocular surface health among older adults in Türkiye: a cross-sectional study.BMC geriatrics · 2026Article
- Bridging the gap: technology-driven solutions to overcome food insecurity and improve nutrition access for older adults.Frontiers in public health · 2026Review
- Potential and limitations of socially assistive robots to support malnutrition care: a critical reflection by dietitians.Frontiers in digital health · 2026Article
- New Insights on Hydration Monitoring in Elderly Patients by Interdigitated Wearable Sensors.Sensors (Basel, Switzerland) · 2025Article
- Hydration Strategies in Older Adults.Nutrients · 2025Review
- Mendelian randomization analysis reveals higher whole body water mass may increase risk of bacterial infections.BMC medical genomics · 2024Article
- Promoting fluid intake to increase urine volume for kidney stone prevention: Protocol for a randomized controlled efficacy trial of the sipContemporary clinical trials · 2024Article
- Detection of low urine output by measuring urinary biomarkers.BMC nutrition · 2024Article
- An Analysis of Fluid Intake Assessment Approaches for Fluid Intake Monitoring System.Biosensors · 2023Article
- A Cross-Day Analysis of EMG Features, Classifiers, and Regressors for Swallowing Events Detection and Fluid Intake Volume Estimation.Sensors (Basel, Switzerland) · 2023Article
- Hydration Status Assessment in Older Patients.Deutsches Arzteblatt international · 2023Review
- Vision-Based Methods for Food and Fluid Intake Monitoring: A Literature Review.Sensors (Basel, Switzerland) · 2023Review
- SRDA: Mobile Sensing based Fluid Overload Detection for End Stage Kidney Disease Patients using Sensor Relation Dual Autoencoder.Proceedings of machine learning research · 2023Article
- Review of Advances in the Measurement of Skin Hydration Based on Sensing of Optical and Electrical Tissue Properties.Sensors (Basel, Switzerland) · 2022Review
- Automated Fluid Intake Detection Using RGB Videos.Sensors (Basel, Switzerland) · 2022Article
- An On-Device Learning System for Estimating Liquid Consumption from Consumer-Grade Water Bottles and Its Evaluation.Sensors (Basel, Switzerland) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
Fluid intake monitoring is an essential component in preventing dehydration and overhydration, especially for the senior population. Numerous critical health problems are associated with poor or excessive drinking such as swelling of the brain and heart failure. Real-time systems for monitoring fluid intake will not only measure the exact amount consumed by the users, but could also motivate people to maintain a healthy lifestyle by providing feedback to encourage them to hydrate regularly throughout the day. This paper reviews the most recent solutions to automatic fluid intake monitoring both commercially and in the literature. The available technologies are divided into four categories: wearables, surfaces with embedded sensors, vision- and environmental-based solutions, and smart containers. A detailed performance evaluation was carried out considering detection accuracy, usability and availability. It was observed that the most promising results came from studies that used data fusion from multiple technologies, compared to using an individual technology. The areas that need further research and the challenges for each category are discussed in detail.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.