开放资源库 · 研究数据集

Bone strength analyzer and monitoring device for lower limb external fixation

The procedure for external fixator removal in lower limb fractures is typically based on radiographic data, subjects’ patients to ionizing radiation, and provides minimal real-time information about the healing process. This project suggests a sensor-based Internet-of-Things apparatus, which will measure bone strength during the recuperating process based on load cells, HX711 amplifiers, and a Wemos ESP8266 microcontroller. The system provides real-time feedback in the form of LED indicators and a buzzer, whereas remote monitoring is supported by the Blynk dashboard. Measurement accuracy of over 90% was carried out as per the experimental validation conducted under the simulation of various loads (3-9 kg) and with clear stage indicators of critical, partial, and full recovery. The device offers continuous monitoring and objective bone healing evaluation with no radiation in comparison to conventional imaging. The limitation of the study is the limited range of loads in prototype testing, which could affect accuracy in particular situations. However, the results represent the possible clinical relevance of introducing real-time biomechanical surveillance into the process of fracture treatment, hence contributing to safer rehabilitation and more reasonable decisions related to the fixator removal.

← 返回资源筛选结果
RESOURCE OVERVIEW

资源说明

The procedure for external fixator removal in lower limb fractures is typically based on radiographic data, subjects’ patients to ionizing radiation, and provides minimal real-time information about the healing process. This project suggests a sensor-based Internet-of-Things apparatus, which will measure bone strength during the recuperating process based on load cells, HX711 amplifiers, and a Wemos ESP8266 microcontroller. The system provides real-time feedback in the form of LED indicators and a buzzer, whereas remote monitoring is supported by the Blynk dashboard. Measurement accuracy of over 90% was carried out as per the experimental validation conducted under the simulation of various loads (3-9 kg) and with clear stage indicators of critical, partial, and full recovery. The device offers continuous monitoring and objective bone healing evaluation with no radiation in comparison to conventional imaging. The limitation of the study is the limited range of loads in prototype testing, which could affect accuracy in particular situations. However, the results represent the possible clinical relevance of introducing real-time biomechanical surveillance into the process of fracture treatment, hence contributing to safer rehabilitation and more reasonable decisions related to the fixator removal.

聚变工程工程验证BiomedicalFracture healingLoad share ratioLower-limbTraumatic injury
RESEARCH USE PROFILE

研究使用指引

适用任务诊断分析、模型校准、代理训练、跨装置比较与基准测试
使用准备核对字段、单位、缺失值、采样条件、训练测试划分和许可
核验重点需要检查数据泄漏、分布偏移以及装置和工况适用范围
RESOURCE FEEDBACK

资源信息需要更新?

可报告链接失效、文件异常、信息错误或版本变化,我们会核对并更新资源记录。