Sleep Pattern Monitoring and Analysis to Improve the Health and Quality of Life of People

被引：0
作者：
Y Sainath, R. V. S. N. [1 ]
Pruthvisai, Konanki [1 ]
Akhil, B. V. H. A. Rajesh [1 ]
Palaniswamy, Suja [1 ]
机构：
[1] Amrita Vishwa Vidyapeetham, Amrita Sch Engn, Dept Comp Sci & Engn, Bengaluru, India
来源：
2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI) | 2018年
关键词：
sleep pattern; logistic regression; patients; sleep data;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Good quality of sleep is very much important for keeping oneself fit mentally and physically. If sleep is disturbed it affects daytime functionality of a person and leads to several diseases like heart attack, stress, etc., In this work, we have collected data related to sleep patterns of people, analysed the data and provided suggestions to improve the sleep, health and lifestyle. We have used Miband to collect data, performed feature extraction and classification using logistic regression model. The proposed method resulted in encouraging accuracy and this web application can be developed into a mobile application in future.
引用
收藏
页码：1900 / 1905
页数：6
相关论文
共 50 条
  • [1] Monitoring and Analysis of Sleep Pattern for People with Early Dementia
    Wang, Haiying
    Zheng, Huiru
    Augusto, Juan C.
    Martin, Suzanne
    Mulvenna, Maurice
    Carswell, William
    Wallace, Jonathan
    Jeffers, Paul
    Taylor, Barbara
    McSorley, Kevin
    2010 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW), 2010, : 405 - 410
  • [2] Conducive environments reduce sleep disturbances and improve sleep quality: a quality improvement project
    Ho, Alexander G. T.
    Tan, Mary
    Perez, Hilario M.
    Tan, Ching Nee
    Mordiffi, Siti Z.
    JBI EVIDENCE IMPLEMENTATION, 2021, 19 (01): : 105 - 117
  • [3] Nutritional status regarding the quality of life and sleep pattern in community-dwelling older adults with cognitive dysfunction
    Lluesma Vidal, Marta
    Murgui Perez, Sergio
    Carmona Simarro, Jose Vicente
    NUTRICION HOSPITALARIA, 2019, 36 (02) : 303 - 308
  • [4] Sleep Duration and Sleep Quality as Predictors of Health in Elderly Individuals
    Stefan, Lovro
    Vucetic, Vlatko
    Vrgoc, Goran
    Sporis, Goran
    SUSTAINABILITY, 2018, 10 (11)
  • [5] Sleep Pattern Analysis in Unconstrained and Unconscious State
    Jun, Won-Ho
    Kim, Hyung-Ju
    Hong, Youn-Sik
    SENSORS, 2022, 22 (23)
  • [6] The quality of life of people with multiple sclerosis in Portugal
    Martins, Rosa
    Gomes, Sara
    Vicente, Patricia
    Carvalho, Nelia
    Batista, Susana
    REVISTA CUIDARTE, 2024, 15 (02)
  • [7] The Quality of Life of People with Bipolar Disorders and Their Caregivers
    Coban, Sibel Arguvanli
    Ozkan, Birgul
    Medik, Kadriye
    Sarac, Bayise
    JOURNAL OF PSYCHIATRIC NURSING, 2013, 4 (02): : 61 - 66
  • [8] Sleep pattern analysis in unconstrained and unconscious state
    Jun, Won-Ho
    Lee, Sung-Kyu
    Hong, Seung-Hyun
    Shin, Woo-Chul
    Hong, Youn-Sik
    2022 INTERNATIONAL CONFERENCE ON ELECTRONICS, INFORMATION, AND COMMUNICATION (ICEIC), 2022,
  • [9] Multiple sclerosis and quality of life: The role of cognitive impairment on quality of life in people with multiple sclerosis
    Bergmann, Catherine
    Becker, Shenira
    Watts, Adreanna
    Sullivan, Cynthia
    Wilken, Jeffrey
    Golan, Daniel
    Zarif, Myassar
    Bumstead, Barbara
    Buhse, MariJean
    Kaczmarek, Olivia
    Covey, Thomas J.
    Doniger, Glen M.
    Penner, Iris-Katharina
    Hancock, Laura M.
    Bogaardt, Hans
    Barrera, Marissa A.
    Morrow, Sara
    Gudesblatt, Mark
    MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2023, 79
  • [10] CHARACTERISTICS OF SLEEP QUALITY MEASURED BY PITTSBURGH SLEEP QUALITY INDEX INA AND SLEEP PATTERN USING MUNICH CHRONOTYPE QUESTIONNAIRE IN PRIMARY BRAIN TUMOR PATIENTS
    Lailiyya, N.
    Hidajat, V.
    SLEEP MEDICINE, 2019, 64 : S208 - S208
12345