New Approach for Stress Assessment based on Healthcare Ecosystems

被引:1
|
作者
Ribeiro, Goncalo [1 ,2 ]
Postolache, Octavian [1 ,2 ]
机构
[1] Univ Lisbon, ISCTE Inst, Lisbon, Portugal
[2] Inst Telecomunicac, Lisbon, Portugal
关键词
Body Temperature; Galvanic Skin Response; Photoplethysmography; Embedded Systems; Fuzzy Logic; Mobile Application; Stress Levels Classification; Healthcare Ecosystem;
D O I
10.1109/SAS58821.2023.10254045
中图分类号
TB3 [工程材料学]; R318.08 [生物材料学];
学科分类号
0805 ; 080501 ; 080502 ;
摘要
Stress is the body's response to stressful situations, and it can harm a person's health, especially chronic disease patients. Self-assessment questionnaires are the gold standard for stress assessment, but they're time-consuming and limiting. Facial analysis, voice recognition, thermography, and electrocardiography are used in several stress estimate models, although patients may not accept them. In this study, a multichannel detection system with a distributed computing platform is proposed to extract multiple physiological parameters using photoplethysmography signal processing algorithms. Body temperature and galvanic skin response acquisition was also added to provide the basis for the proposed model for stress levels estimation based on Fuzzy Logic. Thus, the stress is classified into five levels. To validate the proposed work, a two-phase experimental protocol was established, with the first phase consisting of evaluating the wearable devices' viability through a series of tasks. The second phase assessed the thermal stress induction model for stress classification. At the end of the exposure period, each participant was asked to self-evaluate their stress level on a scale from 1 to 5, providing reference values to compare with the model's estimates, resulting in good accuracy indicators. Participants could track their stress and wellness via a mobile application also proposed.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Stress Overload: A New Approach to the Assessment of Stress
    Amirkhan, James H.
    [J]. AMERICAN JOURNAL OF COMMUNITY PSYCHOLOGY, 2012, 49 (1-2) : 55 - 71
  • [2] INNOVATIVE APPROACH BASED ON FUZZY MODELING FOR ECOSYSTEMS ASSESSMENT
    Marius, Pislaru
    Silvia, Avasilcai
    Lidia, Alexa
    [J]. ENERGY AND CLEAN TECHNOLOGIES CONFERENCE PROCEEDINGS, SGEM 2016, VOL III, 2016, : 137 - 144
  • [3] Assessment for improvement: Healthcare commission consults on new approach
    Singh, I
    [J]. HOSPITAL MEDICINE, 2005, 66 (02): : 70 - 71
  • [4] Dynamic risk assessment in healthcare based on Bayesian approach
    Li, Mei
    Liu, Zixian
    Li, Xiaopeng
    Liu, Yiliu
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2019, 189 : 327 - 334
  • [5] New approach for the assessment of environmental stress and its prevention
    Besne, I
    Plismy, F
    Liviero, C
    Catroux, P
    [J]. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 2004, 50 (03) : P73 - P73
  • [6] A New Intelligent Approach for Automatic Stress Level Assessment Based on Multiple Physiological Parameters Monitoring
    Ribeiro, Goncalo
    Postolache, Octavian
    Martin, Francisco Ferrero
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73 : 1 - 14
  • [7] Spatial Equity of Multilevel Healthcare in the Metropolis of Chengdu, China: A New Assessment Approach
    Zhang, Shaoyao
    Song, Xueqian
    Wei, Yongping
    Deng, Wei
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 16 (03)
  • [8] A New Approach to Information Security Assessment: a case study in a Brazilian healthcare organization
    Ribas, Carlos Eduardo
    Ferreira Francisco, Antonio Joao
    Yamamoto, Jorge Futoshi
    Burattini, Marcelo Nascimento
    [J]. WMSCI 2011: 15TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL II, 2011, : 219 - 223
  • [9] Interoperability Assessment Approach in Cancer Healthcare
    Scuissiatto, Victor
    Loures, Eduardo
    Portela, Eduardo
    [J]. TRANSDISCIPLINARY ENGINEERING: CROSSING BOUNDARIES, 2016, 4 : 348 - 357
  • [10] A new approach for Healthcare Monitoring
    Pasca, Sever
    Rosu, Marius
    [J]. 2013 E-HEALTH AND BIOENGINEERING CONFERENCE (EHB), 2013,