Augmented reality versus standard tests to assess cognition and function in early Alzheimer's disease

被引:6
|
作者
Muurling, Marijn [1 ,2 ]
de Boer, Casper [1 ,2 ]
Vairavan, Srinivasan [3 ]
Harms, Robbert L. [4 ]
Chadha, Antonella Santuccione [4 ]
Tarnanas, Ioannis [4 ,5 ]
Luis, Estefania Vilarino [6 ]
Religa, Dorota [7 ]
Gjestsen, Martha Therese [8 ,9 ]
Galluzzi, Samantha [10 ]
Sala, Marta Ibarria [11 ]
Koychev, Ivan [12 ]
Hausner, Lucrezia [13 ]
Gkioka, Mara [14 ]
Aarsland, Dag [8 ,15 ]
Visser, Pieter Jelle [1 ,2 ,7 ,16 ]
Brem, Anna-Katharine [15 ,17 ]
机构
[1] Vrije Univ Amsterdam, Alzheimer Ctr Amsterdam, Neurol, Amsterdam UMC Locat VUmc, Amsterdam, Netherlands
[2] Amsterdam Neurosci, Neurodegenerat, Amsterdam, Netherlands
[3] Janssen Res & Dev LLC, 1125 Trenton Harbourton Rd, Titusville, NJ 08560 USA
[4] Altoida Inc, Washington, DC USA
[5] Trinity Coll Dublin, Global Brain Hlth Inst GHBI, Dublin, Ireland
[6] Univ Geneve UNIGE, Hop Univ Geneve, Ctr Memoire, Geneva, Switzerland
[7] Karolinska Inst, Ctr Alzheimer Res, Dept Neurobiol Care Sci & Soc NVS, Stockholm, Sweden
[8] Stavanger Univ Hosp, Ctr Age Related Med, Stavanger, Norway
[9] Univ Bergen, Dept Clin Med, Bergen, Norway
[10] IRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Lab Alzheimers Neuroimaging & Epidemiol, Brescia, Italy
[11] Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, Barcelona, Spain
[12] Univ Oxford, Dept Psychiat, Oxford, England
[13] Heidelberg Univ, Cent Inst Mental Hlth, Fac Mannheim, Heidelberg, Germany
[14] Aristotle Univ Thessaloniki, Ctr Interdisciplinary Res & Innovat CIRI AUTh, Balkan Ctr, Alzheimer Hellas & Lab Neurodegenerat Dis, Thessaloniki, Greece
[15] Inst Psychiat, Inst Psychiat Psychol & Neurosci, London, England
[16] Maastricht Univ, Sch Mental Hlth & Neurosci, Dept Psychiat & Neuropsychol, Maastricht, Netherlands
[17] Univ Hosp Old Age Psychiat, Univ Bern, Bern, Switzerland
基金
英国医学研究理事会;
关键词
VERSION;
D O I
10.1038/s41746-023-00978-6
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Augmented reality (AR) apps, in which the virtual and real world are combined, can recreate instrumental activities of daily living (IADL) and are therefore promising to measure cognition needed for IADL in early Alzheimer's disease (AD) both in the clinic and in the home settings. The primary aim of this study was to distinguish and classify healthy controls (HC) from participants with AD pathology in an early AD stage using an AR app. The secondary aims were to test the association of the app with clinical cognitive and functional tests and investigate the feasibility of at-home testing using AR. We furthermore investigated the test-retest reliability and potential learning effects of the task. The digital score from the AR app could significantly distinguish HC from preclinical AD (preAD) and prodromal AD (proAD), and preAD from proAD, both with in-clinic and at-home tests. For the classification of the proAD group, the digital score (AUC(clinic_visit) = 0.84 [0.75-0.93], AUC(at_home) = 0.77 [0.61-0.93]) was as good as the cognitive score (AUC = 0.85 [0.78-0.93]), while for classifying the preAD group, the digital score (AUC(clinic_visit) = 0.66 [0.53-0.78], AUC(at_home) = 0.76 [0.61-0.91]) was superior to the cognitive score (AUC = 0.55 [0.42-0.68]). In-clinic and at-home tests moderately correlated (rho = 0.57, p < 0.001). The digital score was associated with the clinical cognitive score (rho = 0.56, p < 0.001). No learning effects were found. Here we report the AR app distinguishes HC from otherwise healthy A beta-positive individuals, both in the outpatient setting and at home, which is currently not possible with standard cognitive tests.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Augmented reality versus standard tests to assess cognition and function in early Alzheimer’s disease
    Marijn Muurling
    Casper de Boer
    Srinivasan Vairavan
    Robbert L. Harms
    Antonella Santuccione Chadha
    Ioannis Tarnanas
    Estefania Vilarino Luis
    Dorota Religa
    Martha Therese Gjestsen
    Samantha Galluzzi
    Marta Ibarria Sala
    Ivan Koychev
    Lucrezia Hausner
    Mara Gkioka
    Dag Aarsland
    Pieter Jelle Visser
    Anna-Katharine Brem
    npj Digital Medicine, 6
  • [2] Augmented Reality for Early Alzheimer's Disease Diagnosis
    Vovk, Alla
    Patel, Ameera
    Chan, Dennis
    CHI EA '19 EXTENDED ABSTRACTS: EXTENDED ABSTRACTS OF THE 2019 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2019,
  • [3] Augmented Reality as a Potential Tool for Early Detection of Alzheimer's Disease: A Pilot Study
    Amirov, Assankhan
    Castegnaro, Andrea
    Rudzka, Katarzyna
    Burgess, Neil
    Chan, Dennis
    Pan, Xueni
    2024 IEEE 12TH INTERNATIONAL CONFERENCE ON SERIOUS GAMES AND APPLICATIONS FOR HEALTH, SEGAH 2024, 2024,
  • [4] Exploring Rapid Automatized Naming and Standard Visual Tests for Detection of Early Alzheimer's Disease
    Wu, Shirley
    Nolan-Kenney, Rachel
    Moehringer, Nicholas
    Hasanaj, Lisena
    Joseph, Binu
    Clayton, Ashley
    Rucker, Janet
    Galetta, Steven
    Wisniewski, Thomas
    Masurkar, Arjun
    Balcer, Laura
    NEUROLOGY, 2021, 96 (15)
  • [5] Deficits in Spontaneous Cognition as an Early Marker of Alzheimer's Disease
    Kvavilashvili, Lia
    Niedzwienska, Agnieszka
    Gilbert, Sam J.
    Markostamou, Ioanna
    TRENDS IN COGNITIVE SCIENCES, 2020, 24 (04) : 285 - 301
  • [6] Modelling Decline in Cognition to Decline in Function in Alzheimer's Disease
    Karcher, Helene
    Savelieva, Marina
    Qi, Luyuan
    Hummel, Noemi
    Caputo, Angelika
    Risson, Valery
    Capkun, Gorana
    CURRENT ALZHEIMER RESEARCH, 2020, 17 (07) : 635 - 657
  • [7] An augmented reality approach for ADL support in Alzheimer's disease: a crossover trial
    Rohrbach, Nina
    Gulde, Philipp
    Armstrong, Alan Robert
    Hartig, Linda
    Abdelrazeq, Anas
    Schroeder, Stefan
    Neuse, Johanne
    Grimmer, Timo
    Diehl-Schmid, Janine
    Hermsdoerfer, Joachim
    JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2019, 16 (1)
  • [8] An augmented reality approach for ADL support in Alzheimer’s disease: a crossover trial
    Nina Rohrbach
    Philipp Gulde
    Alan Robert Armstrong
    Linda Hartig
    Anas Abdelrazeq
    Stefan Schröder
    Johanne Neuse
    Timo Grimmer
    Janine Diehl-Schmid
    Joachim Hermsdörfer
    Journal of NeuroEngineering and Rehabilitation, 16
  • [9] PANCREATIC FUNCTION TESTS - COMPARISON OF STANDARD AND AUGMENTED SECRETIN
    HANSKY, J
    AUSTRALIAN AND NEW ZEALAND JOURNAL OF MEDICINE, 1971, 1 (02): : 109 - +
  • [10] Improving cognition and function through exercise intervention in Alzheimer's disease
    Yu, Fang
    Kolanowski, Ann M.
    Strumpf, Neville E.
    Eslinger, Paul J.
    JOURNAL OF NURSING SCHOLARSHIP, 2006, 38 (04) : 358 - 365