ArticleSensors (Basel, Switzerland)2022
Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature.
Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 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
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 56 citations in OpenAlex.
- Diabetic foot prevention, assessment, and management using innovative smart wearable technology: a systematic review.Journal of neuroengineering and rehabilitation · 2025Pooled it
- Recent Advances in Flexible Pressure Sensors: Mechanisms, Materials, Designs and Applications.Sensors (Basel, Switzerland) · 2026Review
- Wearable Technologies for Diabetic Foot Ulcer Monitoring and Risk Prediction: Systematic Review.JMIR diabetes · 2026Review
- Innovative strategies for diabetic peripheral neuropathy: From clinical management to emerging bioengineering solutions.Bioactive materials · 2026Review
- Wearables for Telemonitoring in ATTR-Amyloidosis: Current Perspectives.Sensors (Basel, Switzerland) · 2026Review
- Application of Transverse Tibial Bone Transfer in Diabetic Foot Patients: A Comprehensive Evaluation of Postoperative Prognostic Factors and Risk Factors.Orthopaedic surgery · 2025Article
- Development and Validation of a Modular Sensor-Based System for Gait Analysis and Control in Lower-Limb Exoskeletons.Sensors (Basel, Switzerland) · 2025Article
- Developing a Smart Sensing Sock to Prevent Diabetic Foot Ulcers: Qualitative Focus Group and Interview Study.Journal of participatory medicine · 2025Article
- Data-Driven Clustering of Plantar Thermal Patterns in Healthy Individuals: An Insole-Based Approach to Foot Health Monitoring.Bioengineering (Basel, Switzerland) · 2025Article
- Screening and monitoring of diabetic polyneuropathy in clinical practice: present and future with connected devices.Frontiers in neurology · 2025Article
- Digital infrared thermography and machine learning for diabetic foot assessment: thermal patterns and classification.Journal of diabetes and metabolic disorders · 2024Article
- Smart Compression Sock for Early Detection of Diabetic Foot Ulcers.Sensors (Basel, Switzerland) · 2024Article
- Analyzing the Thermal Characteristics of Three Lining Materials for Plantar Orthotics.Sensors (Basel, Switzerland) · 2024Article
- Advancements in diabetic foot insoles: a comprehensive review of design, manufacturing, and performance evaluation.Frontiers in bioengineering and biotechnology · 2024Review
- Sarcopenia classification model for musculoskeletal patients using smart insole and artificial intelligence gait analysis.Journal of cachexia, sarcopenia and muscle · 2023Article
- Design and Implementation of ESP32-Based IoT Devices.Sensors (Basel, Switzerland) · 2023Article
- Assessing physical abilities of sarcopenia patients using gait analysis and smart insole for development of digital biomarker.Scientific reports · 2023Article
- Effect of Sensor Size, Number and Position under the Foot to Measure the Center of Pressure (CoP) Displacement and Total Center of Pressure (CoPT) Using an Anatomical Foot Model.Sensors (Basel, Switzerland) · 2023Article
- Artificial Intelligence Methodologies Applied to Technologies for Screening, Diagnosis and Care of the Diabetic Foot: A Narrative Review.Biosensors · 2022Review
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 4 institutions in 3 countries.
Funding
Abstract
An intelligent insole system may monitor the individual's foot pressure and temperature in real-time from the comfort of their home, which can help capture foot problems in their earliest stages. Constant monitoring for foot complications is essential to avoid potentially devastating outcomes from common diseases such as diabetes mellitus. Inspired by those goals, the authors of this work propose a full design for a wearable insole that can detect both plantar pressure and temperature using off-the-shelf sensors. The design provides details of specific temperature and pressure sensors, circuit configuration for characterizing the sensors, and design considerations for creating a small system with suitable electronics. The procedure also details how, using a low-power communication protocol, data about the individuals' foot pressure and temperatures may be sent wirelessly to a centralized device for storage. This research may aid in the creation of an affordable, practical, and portable foot monitoring system for patients. The solution can be used for continuous, at-home monitoring of foot problems through pressure patterns and temperature differences between the two feet. The generated maps can be used for early detection of diabetic foot complication with the help of artificial intelligence.
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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.