An Intelligent and Smart Environment Monitoring System for Healthcare

被引:7
作者
Sattar, Hina [1 ]
Bajwa, Imran Sarwar [2 ]
Ul-Amin, Riaz [3 ]
Mahmood, Aqsa [1 ]
Anwar, Waheed [2 ]
Kasi, Bakhtiar [3 ]
Kazmi, Rafaqut [2 ]
Farooq, Umar [2 ]
机构
[1] Govt Sadiq Coll Women Univ Bahawalpur, Dept Comp Sci & IT, Bahawalpur 63100, Pakistan
[2] Islamia Univ Bahawalpur, Dept Comp Sci & IT, Bahawalpur 63100, Pakistan
[3] Balochistan Univ IT Engn & MS, Fac Informat & Commun Technol, Quetta 83100, Pakistan
来源
APPLIED SCIENCES-BASEL | 2019年 / 9卷 / 19期
关键词
open skin wound; health-care; IoT; machine learning; neural network; sensors; EEM System; MSE; MICROENVIRONMENT;
D O I
10.3390/app9194172
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application Smart device for the patients to monitor wounds for early and timely healing. Abstract Skin wound healing is influenced by two kinds of environment i.e., exterior environment that is nearby to wound surface and interior environment that is the environment of the adjacent part under wound surface. Both types of environment play a vital role in wound healing, which may contribute to continuous or impaired wound healing. Although, different previous studies provided wound care solutions, but they focused on single environmental factors either wound moisture level, pH value or healing enzymes. Practically, it is insignificant to consider environmental effect by determination of single factors or two, as both types of environment contain a lot of other factors which must be part of investigation e.g., smoke, air pollution, air humidity, temperature, hydrogen gases etc. Also, previous studies didn't classify overall healing either as continuous or impaired based on exterior environment effect. In current research work, we proposed an effective wound care solution based on exterior environment monitoring system integrated with Neural Network Model to consider exterior environment effect on wound healing process, either as continuous or impaired. Current research facilitates patients by providing them intelligent wound care solution to monitor and control wound healing at their home.
引用
收藏
页数:26
相关论文
共 50 条
  • [31] A Novel Edge-Computing-Based Framework for an Intelligent Smart Healthcare System in Smart Cities
    Tripathy, Subhranshu Sekhar
    Imoize, Agbotiname Lucky
    Rath, Mamata
    Tripathy, Niva
    Bebortta, Sujit
    Lee, Cheng-Chi
    Chen, Te-Yu
    Ojo, Stephen
    Isabona, Joseph
    Pani, Subhendu Kumar
    SUSTAINABILITY, 2023, 15 (01)
  • [32] Smart Healthcare Monitoring System Based on Wireless Sensor Networks
    Gogate, Uttara
    Bakal, Jagdish W.
    2016 INTERNATIONAL CONFERENCE ON COMPUTING, ANALYTICS AND SECURITY TRENDS (CAST), 2016, : 594 - 599
  • [33] IoT-Enabled Smart E-Healthcare System with Predictive Prescription Algorithm for Automatic Patient Monitoring and Treatment
    Ahmad, Shahnawaz
    Lakshmi, T. R. Vijaya
    Arunkumar, K.
    Ravivarman, G.
    Senthilkumar, G.
    Natrayan, L.
    2024 4TH INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND SOCIAL NETWORKING, ICPCSN 2024, 2024, : 1076 - 1081
  • [34] Healthcare Blockchain System Using Smart Contracts for Secure Automated Remote Patient Monitoring
    Kristen N. Griggs
    Olya Ossipova
    Christopher P. Kohlios
    Alessandro N. Baccarini
    Emily A. Howson
    Thaier Hayajneh
    Journal of Medical Systems, 2018, 42
  • [35] Smart Healthcare System Using IoT, Cloud and AI/ML
    Bajpai A.
    Tolani M.
    Balodi A.
    Journal of Engineering Science and Technology Review, 2023, 16 (06) : 117 - 123
  • [36] Design and implementation of intelligent monitoring system for agricultural environment in IoT
    Song, Yongchao
    Bi, Jiping
    Wang, Xuan
    INTERNET OF THINGS, 2024, 25
  • [37] An intelligent stress detection and monitoring system using the IoT environment
    Hadhri, Sami
    Hadiji, Mondher
    Labidi, Walid
    2022 INTERNATIONAL CONFERENCE ON TECHNOLOGY INNOVATIONS FOR HEALTHCARE, ICTIH, 2022, : 20 - 25
  • [38] IoT-Based Smart Home Healthcare Monitoring System Using Machine Learning Algorithms
    Jamalpur, Bhavana
    Saseendran, Arun K.
    Vani, V. Divya
    Raj, Vijilius Helena
    Veeramalai, G.
    GinniNijhawan
    2024 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND APPLIED INFORMATICS, ACCAI 2024, 2024,
  • [39] Analytical review on deep learning and IoT for smart healthcare monitoring system
    Yempally, Sangeetha
    Singh, Sanjay Kumar
    Velliangiri, S.
    INTERNATIONAL JOURNAL OF INTELLIGENT UNMANNED SYSTEMS, 2022,
  • [40] IoT-based automatic intravenous fluid monitoring system for smart medical environment
    Chauhan, Harsha
    Verma, Vishal
    Gupta, Deepali
    Gupta, Sheifali
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2021, 66 (02) : 154 - 164