Intelligent Sensing Technologies for the Diagnosis, Monitoring and Therapy of Alzheimer's Disease: A Systematic Review

被引:20
|
作者
Gillani, Nazia [1 ]
Arslan, Tughrul [1 ]
机构
[1] Univ Edinburgh, Sch Engn, Edinburgh EH9 3FF, Midlothian, Scotland
关键词
Alzheimer's disease; intelligent sensors; smart sensors; smart devices; robots; smart homes; remote health monitoring; activity monitoring; user-centred design; MILD COGNITIVE IMPAIRMENT; DEMENTIA; INFORMATION;
D O I
10.3390/s21124249
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Alzheimer's disease is a lifelong progressive neurological disorder. It is associated with high disease management and caregiver costs. Intelligent sensing systems have the capability to provide context-aware adaptive feedback. These can assist Alzheimer's patients with, continuous monitoring, functional support and timely therapeutic interventions for whom these are of paramount importance. This review aims to present a summary of such systems reported in the extant literature for the management of Alzheimer's disease. Four databases were searched, and 253 English language articles were identified published between the years 2015 to 2020. Through a series of filtering mechanisms, 20 articles were found suitable to be included in this review. This study gives an overview of the depth and breadth of the efficacy as well as the limitations of these intelligent systems proposed for Alzheimer's. Results indicate two broad categories of intelligent technologies, distributed systems and self-contained devices. Distributed systems base their outcomes mostly on long-term monitoring activity patterns of individuals whereas handheld devices give quick assessments through touch, vision and voice. The review concludes by discussing the potential of these intelligent technologies for clinical practice while highlighting future considerations for improvements in the design of these solutions for Alzheimer's disease.
引用
收藏
页数:27
相关论文
共 50 条
  • [41] Treatment of vascular risk factors in patients with a diagnosis of Alzheimer’s disease: a systematic review
    Raffaella Valenti
    Leonardo Pantoni
    Hugh S Markus
    BMC Medicine, 12
  • [42] Treatment of vascular risk factors in patients with a diagnosis of Alzheimer's disease: a systematic review
    Valenti, Raffaella
    Pantoni, Leonardo
    Markus, Hugh S.
    BMC MEDICINE, 2014, 12
  • [43] FACTORS ASSOCIATED WITH MISDIAGNOSIS AND UNDER-DIAGNOSIS OF ALZHEIMER'S DISEASE: A SYSTEMATIC REVIEW
    Kim, D.
    El-Gendi, S.
    Ziadeh, M.
    Djatche, L.
    Pickering, M. K.
    Le, T.
    Perfetto, E. M.
    VALUE IN HEALTH, 2017, 20 (05) : A188 - A188
  • [44] Neuropsychological differential diagnosis of Alzheimer's disease and Lewy body dementia: A systematic review
    Toloza-Ramirez, David
    Julio-Ramos, Teresa
    Mora-Castelleto, Valentina
    Foncea-Gonzalez, Camila
    Adames-Valencia, Catherine
    Mendez-Orellana, Carolina
    Cigarroa, Igor
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2023, 455
  • [45] Pediatric Monitoring Technologies and Congenital Heart Disease: A Systematic Review
    Duffy, Summer S.
    Lee, Sharon
    Gottlieb Sen, Danielle
    WORLD JOURNAL FOR PEDIATRIC AND CONGENITAL HEART SURGERY, 2024,
  • [46] Alzheimer's Disease: Efficacy of Mono- and Combination Therapy. A Systematic Review
    Knorz, Adrian L.
    Quante, Arnim
    JOURNAL OF GERIATRIC PSYCHIATRY AND NEUROLOGY, 2022, 35 (04) : 475 - 486
  • [47] Natural Compounds for Alzheimer's Disease Therapy: A Systematic Review of Preclinical and Clinical Studies
    Andrade, Stephanie
    Ramalho, Maria Joao
    Loureiro, Joana Angelica
    Pereira, Maria do Carmo
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (09)
  • [48] Pharmacological Therapy for Apathy in Alzheimer's Disease: A Systematic Review and Meta-Analysis
    Sepehry, Amir A.
    Sarai, Michael
    Hsiung, Ging-Yuek R.
    CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 2017, 44 (03) : 267 - 275
  • [49] SYSTEMATIC REVIEW OF BIOMARKERS FOR DISEASE PROGRESSION IN ALZHEIMER'S DISEASE
    McGhee, David
    Counsell, Carl
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2013, 84 (11):
  • [50] A Systematic Review of Biomarkers for Disease Progression in Alzheimer's Disease
    McGhee, David J. M.
    Ritchie, Craig W.
    Thompson, Paul A.
    Wright, David E.
    Zajicek, John P.
    Counsell, Carl E.
    PLOS ONE, 2014, 9 (02):