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Development of Smart Pillbox Using 3D Printing Technology and Convolutional Neural Network Image Recognition

机译:使用3D打印技术和卷积神经网络图像识别的智能丸盒的开发

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摘要

Safety in taking medicine is important in health care. In this study, we propose a complete concept of an active smart pillbox, which comprises a main control unit, a pill dispenser unit, and an application software (app) for the automatic dispensing of medicine. The smart pillbox employs convolutional neural network image recognition and 3D printing technology. We adopt an Arduino-based platform to control the rotation and stopping of the motor to dispense the required quantity of pills as the first step towards a fully automated process. A smartphone can be connected to the smart pillbox by Bluetooth and be used to set the parameters of the system. This pillbox can be used at home and allows users to set the medication time and pill type from their smartphone using an app. Moreover, it can remind users to take their medicine. The device is very promising for use in home care and clinical practice.
机译:服药的安全在医疗保健中很重要。在本研究中,我们提出了一种完整的主动智能丸盒的概念,包括主控制单元,药丸分配器单元和用于自动分配药物的应用软件(APP)。智能碉堡采用卷积神经网络图像识别和3D打印技术。我们采用基于Arduino的平台来控制电动机的旋转和停止,以将所需数量的药丸分配为朝向全自动过程的第一步。智能手机可以通过蓝牙连接到智能电机箱,用于设置系统的参数。该碉堡可在家使用,并允许用户使用应用程序从智能手机设置药物时间和药丸类型。而且,它可以提醒用户服药。该设备非常有前途用于家庭护理和临床实践。

著录项

  • 来源
    《Sensors and materials》 |2020年第5期|1907-1912|共6页
  • 作者单位

    Department of Emergency Medicine Kuang Tien General Hospital Taichung City 433 Taiwan;

    Department of Biomedical Engineering Hungkuang University Taichung City 433 Taiwan;

    Department of Biomedical Engineering Hungkuang University Taichung City 433 Taiwan;

    Department of Computer Science and Information Engineering Cheng Shiu University Kaohsiung City 833 Taiwan;

    Department of Computer Science and Information Engineering Cheng Shiu University Kaohsiung City 833 Taiwan;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    smart pillbox; 3D printing; embedded system; image recognition; convolution neural network (CNN);

    机译:智能碉堡;3D打印;嵌入式系统;图像识别;卷积神经网络(CNN);

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