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A comprehensive study of mobile-health based assistive technology for the healthcare of dementia and Alzheimer’s disease (AD)

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Abstract

Assistive technology (AT) involvement in therapeutic treatment has provided simple and efficient healthcare solutions to people. Within a short span of time, mobile health (mHealth) has grown rapidly for assisting people living with a chronic disorder. This research paper presents the comprehensive study to identify and review existing mHealth dementia applications (apps), and also synthesize the evidence of using these applications in assisting people with dementia including Alzheimer’s disease (AD) and their caregivers. Six electronic databases searched with the purpose of finding literature-based evidence. The search yielded 2818 research articles, with 29 meeting quantified inclusion and exclusion criteria. Six groups and their associated sub-groups emerged from the literature. The main groups are (1) activities of daily living (ADL) based cognitive training, (2) monitoring, (3) dementia screening, (4) reminiscence and socialization, (5) tracking, and (6) caregiver support. Moreover, two commercial mobile application stores i.e., Apple App Store (iOS) and Google Play Store (Android) explored with the intention of identifying the advantages and disadvantages of existing commercially available dementia and AD healthcare apps. From 678 apps, a total of 38 mobile apps qualified as per defined exclusion and inclusion criteria. The shortlisted commercial apps generally targeted different aspects of dementia as identified in research articles. This comprehensive study determined the feasibility of using mobile Health based applications for dementia including AD individuals and their caregivers regardless of limited available research, and these apps have capability to incorporate a variety of strategies and resources to dementia community care.

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References

  1. Boller, F. and M.M. Forbes, History of dementia and dementia in history: an overview. J Neurol Sci, 1998. 158(2): p. 125–133 https://doi.org/10.1016/S0022-510X(98)00128-2

  2. Larson, E.B., K. Yaffe, and K.M. Langa, New insights into the dementia epidemic. N Engl J Med, 2013. 369(24): p. 2275–2277 https://doi.org/10.1056/nejmp1311405

  3. Di Marco, L.Y., A. Marzo, M. Muñoz-Ruiz, M.A. Ikram, M. Kivipelto, D. Ruefenacht, A. Venneri, H. Soininen, I. Wanke, and Y.A. Ventikos, Modifiable lifestyle factors in dementia: a systematic review of longitudinal observational cohort studies. J Alzheimers Dis, 2014. 42(1): p. 119–135 https://doi.org/10.3233/jad-132225

  4. Ferri, C.P., M. Prince, C. Brayne, H. Brodaty, L. Fratiglioni, M. Ganguli, K. Hall, K. Hasegawa, H. Hendrie, and Y. Huang, Global prevalence of dementia: a Delphi consensus study. Lancet, 2006. 366(9503): p. 2112–2117 https://doi.org/10.1016/S0140-6736(05)67889-0

  5. Prince, M., R. Bryce, E. Albanese, A. Wimo, W. Ribeiro, and C.P. Ferri, The global prevalence of dementia: a systematic review and metaanalysis. Alzheimers Dement, 2013. 9(1): p. 63–75. e2 https://doi.org/10.1016/j.jalz.2012.11.007

  6. Yousaf, K., Z. Mehmood, T. Saba, A. Rehman, A.M. Munshi, R. Alharbey., and M. Rashid, Mobile-Health Applications for the Efficient Delivery of Health Care Facility to People with Dementia (PwD) and Support to Their Carers: A Survey. BioMed Research International 2019 (2019) : p. 1–26 https://doi.org/10.1155/2019/7151475

  7. Kalaria, R.N., G.E. Maestre, R. Arizaga, R.P. Friedland, D. Galasko, K. Hall, J.A. Luchsinger, A. Ogunniyi, E.K. Perry, and F. Potocnik, Alzheimer's disease and vascular dementia in developing countries: prevalence, management, and risk factors. The Lancet Neurology, 2008. 7(9): p. 812–826 https://doi.org/10.1016/S1474-4422(08)70169-8

  8. Access, E., Dementia in the Asia Pacific region [electronic resource] : the epidemic is here. PANDORA electronic collection., ed. A. Alzheimer's, I. Alzheimer's Disease, and E. Access. 2006, [Canberra, A.C.T.]: Access Economics

  9. Wimo, A., L. Jönsson, J. Bond, M. Prince, B. Winblad, and A.D. International, The worldwide economic impact of dementia 2010. Alzheimer's & Dementia, 2013. 9(1): p. 1–11. e3 https://doi.org/10.1016/j.jalz.2012.11.006

  10. Wimo, A., L. Jonsson, and B. Winblad, An estimate of the worldwide prevalence and direct costs of dementia in 2003. Dement Geriatr Cogn Disord, 2006. 21(3): p. 175–181 https://doi.org/10.1159/000090733

  11. Abbas, N., T. Saba, A. Rehman, Z. Mehmood, H. Kolivand, M. Uddin, and A. Anjum, Plasmodium life cycle stage classification based quantification of malaria parasitaemia in thin blood smears. Microsc Res Tech, 2019. 82(3): p. 283–295 https://doi.org/10.1002/jemt.23170

  12. Rehman, A., N. Abbas, T. Saba, S.I.u. Rahman, Z. Mehmood, and H. Kolivand, Classification of acute lymphoblastic leukemia using deep learning. Microsc Res Tech, 2018. 81(11): p. 1310–1317 https://doi.org/10.1002/jemt.23139

  13. Saba, T., A. Rehman, Z. Mehmood, H. Kolivand, and M. Sharif, Image enhancement and segmentation techniques for detection of knee joint diseases: a survey. Current Medical Imaging Reviews, 2018. 14(5): p. 704–715 https://doi.org/10.2174/1573405613666170912164546

  14. Ullah, H., T. Saba, N. Islam, N. Abbas, A. Rehman, Z. Mehmood, and A. Anjum, An ensemble classification of exudates in color fundus images using an evolutionary algorithm based optimal features selection. Microsc Res Tech, 2019 https://doi.org/10.1002/jemt.23178, 82, 361, 372

  15. Singh, K., K. Drouin, L.P. Newmark, R. Rozenblum, J. Lee, A. Landman, E. Pabo, E.V. Klinger, and D.W. Bates, Developing a framework for evaluating the patient engagement, quality, and safety of mobile health applications. Issue Brief (Commonw Fund), 2016. 5(1): p. 11 https://doi.org/10.15868/socialsector.25066

  16. Klimova, B., Mobile phone apps in the management and assessment of mild cognitive impairment and/or mild-to-moderate dementia: an opinion article on recent findings. Front Hum Neurosci, 2017. 11: p. 461 https://doi.org/10.3389/fnhum.2017.00461

  17. Yousaf, K., Z. Mehmood, T. Saba, A. Rehman, M. Rashid, M. Altaf, and Z. Shuguang, A Novel Technique for Speech Recognition and Visualization Based Mobile Application to Support Two-Way Communication between Deaf-Mute and Normal Peoples. Wireless Communications and Mobile Computing, 2018. 2018: p. 1–12 https://doi.org/10.1155/2018/1013234

  18. Bettiga, D., L. Lamberti, and E. Lettieri, Individuals’ adoption of smart technologies for preventive health care: a structural equation modeling approach. Health Care Management Science, 2019: p. 1–12 https://doi.org/10.1007/s10729-019-09468-2

  19. Healthcare Apps Available Google Play 2019 | Statistic. April, 2019; Available from: www.statista.com/statistics/779919/health-apps-available-google-play-worldwide/ [accessed May 10, 2019]

  20. Healthcare apps available apple app store 2019 | statistic. April, 2019; Available from: https://www.statista.com/statistics/779910/health-apps-available-ios-worldwide/ [accessed May 10, 2019]

  21. Xu, W. and Y. Liu, mHealthApps: a repository and database of mobile health apps. JMIR mHealth and uHealth, 2015. 3(1): e28 https://doi.org/10.2196/mhealth.4026

  22. Astell, A.J., P. Joddrell, H. Groenewoud, J. de Lange, M. Goumans, A. Cordia, and Y. Schikhof, Does familiarity affect the enjoyment of touchscreen games for people with dementia? Int J Med Inform, 2016. 91: p. e1-e8 https://doi.org/10.1016/j.ijmedinf.2016.02.001

  23. Tyack, C. and P.M. Camic, Touchscreen interventions and the well-being of people with dementia and caregivers: a systematic review. Int Psychogeriatr, 2017. 29(8): p. 1261–1280 https://doi.org/10.1017/S1041610217000667

  24. Hitch, D., J. Swan, R. Pattison, and R. Stefaniak, Use of touchscreen tablet technology by people with dementia in homes: a scoping review. J Rehabilitation and Assistive Technologies Engineering, 2017. 4: p. 2055668317733382 10.1177/2055668317733382

  25. Roberts, M.A. and F. Caird, Computerised tomography and intellectual impairment in the elderly. J Neurol Neurosurg Psychiatry, 1976. 39(10): p. 986–989 https://doi.org/10.1136/jnnp.39.10.986

  26. Robinson, R., Some problems of clinical trials in elderly people. Gerontol Clin, 1961. 3(4): p. 247–257 https://doi.org/10.1159/000244693

  27. Hughes, C.P., L. Berg, W.L. Danziger, L.A. Coben, and R. Martin, A new clinical scale for the staging of dementia. Br J Psychiatry, 1982. 140(6): p. 566–572 https://doi.org/10.1192/bjp.140.6.566

  28. Braak, H. and E. Braak, Frequency of stages of Alzheimer-related lesions in different age categories. Neurobiol Aging, 1997. 18(4): p. 351–357 https://doi.org/10.1016/s0197-4580(97)00056-0

  29. Förstl, H. and A. Kurz, Clinical features of Alzheimer’s disease. Eur Arch Psychiatry Clin Neurosci, 1999. 249(6): p. 288–290 https://doi.org/10.1007/s004060050101

  30. Karlsson, T., L. Bäckman, A. Herlitz, L.-G. Nilsson, B. Winblad, and P.-O. Österlind, Memory improvement at different stages of Alzheimer's disease. Neuropsychologia, 1989. 27(5): p. 737–742 https://doi.org/10.1016/0028-3932(89)90119-x

  31. Wang, M., S. Shao, J. Li, Y. Liu, X. Xu, and J. Du, The needs of informal caregivers and barriers of primary care workers toward dementia management in primary care: a qualitative study in Beijing. BMC Fam Pract, 2018. 19(1): p. 201 https://doi.org/10.1186/s12875-018-0890-7, 201

  32. Pigadas, V., C. Doukas, V.P. Plagianakos, and I. Maglogiannis. Enabling constant monitoring of chronic patient using android smart phones. in Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments. 2011. ACM https://doi.org/10.1145/2141622.2141697

  33. Ali, S. and I.Z. Bokharey, Caregiving in dementia: emotional and behavioral challenges. Educ Gerontol, 2016. 42(7): p. 455–464 https://doi.org/10.1080/03601277.2016.1156375

  34. Agnihothri S, Cui L, Delasay M, Rajan B (2018) The value of mHealth for managing chronic conditions. Health Care Management Science. https://doi.org/10.1007/s10729-018-9458-2

  35. Zhong, X., P. Hoonakker, P.A. Bain, A.J. Musa, and J. Li, The impact of e-visits on patient access to primary care. Health Care Management Science, 2018. 21(4): p. 475–491 https://doi.org/10.1007/s10729-017-9404-8

  36. Cash, M., Assistive technology and people with dementia. Rev Clin Gerontol, 2003. 13(4): p. 313–319 https://doi.org/10.1017/S0959259804001169

  37. McCreadie, C. and A. Tinker, The acceptability of assistive technology to older people. Ageing Soc, 2005. 25(1): p. 91–110 https://doi.org/10.1017/s0144686x0400248x

  38. Boletsis, C., S. McCallum, and B.F. Landmark. The use of smartwatches for health monitoring in home-based dementia care. in International Conference on Human Aspects of IT for the Aged Population. 2015. Springer https://doi.org/10.1007/978-3-319-20913-5_2

  39. Solanas, A., A. Martinez-Balleste, P.A. Perez-Martinez, A.F. de la Pena, and J. Ramos, M-Carer: privacy-aware monitoring for people with mild cognitive impairment and dementia. IEEE J Selected Areas Communications, 2013. 31(9): p. 19–27 https://doi.org/10.1109/jsac.2013.sup.0513002

  40. Amiribesheli, M. and H. Bouchachia, A tailored smart home for dementia care. J Ambient Intell Humaniz Comput, 2018. 9(6): p. 1755–1782 https://doi.org/10.1007/s12652-017-0645-7

  41. Armstrong, N., C. Nugent, G. Moore, and D. Finlay, Using smartphones to address the needs of persons with Alzheimer’s disease. Annals of Telecommunications-Annales des Télécommunications, 2010. 65(9–10): p. 485–495 https://doi.org/10.1007/s12243-010-0165-3

  42. Kerkhof, Y., A. Bergsma, M. Graff, and R. Dröes, Selecting apps for people with mild dementia: identifying user requirements for apps enabling meaningful activities and self-management. J Rehabilitation and Assistive Tech Engr, 2017. 4: p. 2055668317710593 10.1177/2055668317710593

  43. Imbeault, H., F. Langlois, C. Bocti, L. Gagnon, and N. Bier, Can people with Alzheimer's disease improve their day-to-day functioning with a tablet computer? Neuropsychological Rehabilitation, 2018. 28(5): p. 779–796 https://doi.org/10.1080/09602011.2015.1133431

  44. Lindqvist, E., A. PerssonVasiliou, A.S. Hwang, A. Mihailidis, A. Astelle, A. Sixsmith, and L. Nygård, The contrasting role of technology as both supportive and hindering in the everyday lives of people with mild cognitive deficits: a focus group study. BMC Geriatr, 2018. 18(1): p. 185 https://doi.org/10.1186/s12877-018-0879-z

  45. Grossman MR, Zak DK, Zelinski EM (2018) Mobile apps for caregivers of older adults: quantitative content analysis. JMIR mHealth and uHealth 6(7):e162. https://doi.org/10.2196/mhealth.9345

    Article  Google Scholar 

  46. Prince, M., A. Comas-Herrera, M. Knapp, M. Guerchet, and M. Karagiannidou, World Alzheimer report 2016: improving healthcare for people living with dementia: coverage, quality and costs now and in the future. 2016

  47. Kong, A.P.-H., Conducting cognitive exercises for early dementia with the use of apps on iPads. Commun Disord Q, 2015. 36(2): p. 102–106 https://doi.org/10.1177/1525740114544026

  48. Thorpe, J.R., K.V. Rønn-Andersen, P. Bień, A.G. Özkil, B.H. Forchhammer, and A.M. Maier, Pervasive assistive technology for people with dementia: a UCD case. Healthcare technology letters, 2016. 3(4): p. 297–302 https://doi.org/10.1049/htl.2016.0057

  49. Vahia, I.V., R. Kamat, C. Vang, C. Posada, L. Ross, S. Oreck, A. Bhatt, C. Depp, D.V. Jeste, and D.D. Sewell, Use of Tablet Devices in the Management of Agitation Among Inpatients with Dementia: An Open-Label Study. The American Journal of Geriatric Psychiatry, 2016. 25(8): p. 860–864 https://doi.org/10.1016/j.jagp.2016.07.011

  50. Dethlefs, N., M. Milders, H. Cuayáhuitl, T. Al-Salkini, and L. Douglas, A natural language-based presentation of cognitive stimulation to people with dementia in assistive technology: a pilot study. Informatics for Health and Social Care, 2017. 42(4): p. 349–360 https://doi.org/10.1080/17538157.2016.1255627

  51. Tyack, C., P.M. Camic, M.J. Heron, and S. Hulbert, Viewing art on a tablet computer: a well-being intervention for people with dementia and their caregivers. J Appl Gerontol, 2017. 36(7): p. 864–894 https://doi.org/10.1177/0733464815617287

  52. Boyd, A., J. Synnott, C. Nugent, D. Elliott, and J. Kelly, Community-based trials of mobile solutions for the detection and management of cognitive decline. Healthcare technology letters, 2017. 4(3): p. 93–96 https://doi.org/10.1049/htl.2016.0102

  53. Burleson W, Lozano C, Ravishankar V, Lee J, Mahoney D (2018) An assistive technology system that provides personalized dressing support for people living with dementia: capability study. JMIR Med Inform 6(2):e21. https://doi.org/10.2196/medinform.5587

    Article  Google Scholar 

  54. Lancioni, G.E., N.N. Singh, M.F. O’Reilly, J. Sigafoos, F. D’Amico, B. Turnone, D. Laporta, A. Scordamaglia, and K. Pinto, Smartphone-based interventions to foster simple activity and personal satisfaction in people with advanced Alzheimer’s disease. American J Alzheimer's Disease & Other Dementias®, 2019: p. 1533317519844144 https://doi.org/10.1177/1533317519844144

  55. Kerkhof, Y., M. Pelgrum-Keurhorst, F. Mangiaracina, A. Bergsma, G. Vrauwdeunt, M. Graff, and R.-M. Dröes, User-participatory development of FindMyApps; a tool to help people with mild dementia find supportive apps for self-management and meaningful activities. Digital Health, 2019. 5: p. 2055207618822942 10.1177/2055207618822942

  56. Bayen, E., J. Jacquemot, G. Netscher, P. Agrawal, L.T. Noyce, and A. Bayen, Reduction in fall rate in dementia managed care through video incident review: pilot study. Journal of medical internet research, 2017. 19(10): e339 https://doi.org/10.2196/jmir.8095

  57. Docking, R.E., M. Lane, and P.A. Schofield, Usability testing of the iPhone app to improve pain assessment for older adults with cognitive impairment (prehospital setting): a qualitative study. Pain Med, 2017. 19(6): p. 1121–1131 https://doi.org/10.1093/pm/pnx028

  58. Atee, M., K. Hoti, and J.D. Hughes, A technical note on the PainChek™ system: a web portal and mobile medical device for assessing pain in people with dementia. Front Aging Neurosci, 2018. 10: p. 117 https://doi.org/10.3389/fnagi.2018.00117

  59. Huion, A., V. Decalf, C. Kumps, N. De Witte, and K. Everaert, Smart diapers for nursing home residents with dementia: a pilot study. Acta Clin Belg, 2018: p. 1–5 https://doi.org/10.1080/17843286.2018.1511279

  60. Farina, N., G. Sherlock, S. Thomas, R.G. Lowry, and S. Banerjee, Acceptability and feasibility of wearing activity monitors in community-dwelling older adults with dementia. International J Geriatric Psychiatry, 2019. 34(4): p. 617–624 https://doi.org/10.1002/gps.5064

  61. Nirjon, S., I.A. Emi, M.A.S. Mondol, A. Salekin, and J.A. Stankovic. MOBI-COG: a mobile application for instant screening of dementia using the mini-cog test. in Proceedings of the Wireless Health 2014 on National Institutes of Health. 2014. ACM https://doi.org/10.1145/2668883.2668889

  62. Sindi, S., E. Calov, J. Fokkens, T. Ngandu, H. Soininen, J. Tuomilehto, and M. Kivipelto, The CAIDE dementia risk score app: the development of an evidence-based mobile application to predict the risk of dementia. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, 2015. 1(3): p. 328–333 https://doi.org/10.1016/j.dadm.2015.06.005

  63. Zorluoglu, G., M.E. Kamasak, L. Tavacioglu, and P.O. Ozanar, A mobile application for cognitive screening of dementia. Comput Methods Prog Biomed, 2015. 118(2): p. 252–262 https://doi.org/10.1016/j.cmpb.2014.11.004

  64. Huang, Y.-P., A. Singh, S. Chen, F.-J. Sun, C.-R. Huang, and S.-I. Liu, Validity of a novel touch screen tablet-based assessment for mild cognitive impairment and probable AD in older adults. Assessment, 2017: p. 1073191117748395 10.1177/1073191117748395

  65. Shibata, D., S. Wakamiya, K. Ito, M. Miyabe, A. Kinoshita, and E. Aramaki. VocabChecker: Measuring language abilities for detecting early stage dementia. in proceedings of the 23rd international conference on intelligent user interfaces companion. 2018. ACM https://doi.org/10.1145/3180308.3180332

  66. Wohlfahrt-Laymann, J., H. Hermens, C. Villalonga, M. Vollenbroek-Hutten, and O. Banos, MobileCogniTracker. Journal of Ambient Intelligence and Humanized Computing, 2018. 10(6) : p. 2143–2160 https://doi.org/10.1007/s12652-018-0827-y

  67. Mulvenna, M., A. Gibson, C. McCauley, A. Ryan, R. Bond, L. Laird, K. Curran, B. Bunting, and F. Ferry. Behavioural Usage Analysis of a Reminiscing App for People Living with Dementia and their Carers. in Proceedings of the European Conference on Cognitive Ergonomics 2017. 2017. ACM https://doi.org/10.1145/3121283.3121289

  68. Laird, E.A., A. Ryan, C. McCauley, R.B. Bond, M.D. Mulvenna, K.J. Curran, B. Bunting, F. Ferry, and A. Gibson, Using Mobile technology to provide personalized reminiscence for people living with dementia and their Carers: appraisal of outcomes from a quasi-experimental study. JMIR mental health, 2018. 5(3): p. e57 https://doi.org/10.2196/mental.9684

  69. Welsh, D., K. Morrissey, S. Foley, R. McNaney, C. Salis, J. McCarthy, and J. Vines. Ticket to Talk: Supporting conversation between young people and people with dementia through digital media. In proceedings of the 2018 CHI conference on human factors in computing systems. 2018. ACM https://doi.org/10.1145/3173574.3173949

  70. Megges, H., S.D. Freiesleben, N. Jankowski, B. Haas, and O. Peters, Technology for home dementia care: a prototype locating system put to the test. Alzheimer's & Dementia: Translational Research & Clinical Interventions, 2017. 3(3): p. 332–338 https://doi.org/10.1016/j.trci.2017.04.004

  71. Megges, H., S.D. Freiesleben, C. Rösch, N. Knoll, L. Wessel, and O. Peters, User experience and clinical effectiveness with two wearable global positioning system devices in home dementia care. Alzheimer's & Dementia: Translational Research & Clinical Interventions, 2018. 4: p. 636–644 https://doi.org/10.1016/j.trci.2018.10.002

  72. Cho, S., J.H. Lee, I.K. Kim, M.-G. Kim, K.Y. Sik, and E. Lee, The educational and supportive Mobile application for caregivers of dementia people. Studies in health technology and informatics, 2016. 225: p. 1045–1046 https://doi.org/10.3233/978-1-61499-658-3-1045

  73. Halbach Till, S.I., Ytrehus Siri, and Schulz Trenton, A Mobile application for supporting dementia relatives: a case study. Transforming our World Through Design, Diversity and Education, 2018. 256: p. 839–846 https://doi.org/10.3233/978-1-61499-923-2-839

  74. Thoma-Lürken, T., M.H. Bleijlevens, M.A. Lexis, and J.P. Hamers, Evaluation of a decision support app for nurses and case managers to facilitate aging in place of people with dementia. A randomized controlled laboratory experiment. Geriatr Nurs, 2018. 39(6): p. 653–662 https://doi.org/10.1016/j.gerinurse.2018.04.019

  75. Kernebeck, S., D. Holle, P. Pogscheba, F. Jordan, F. Mertl, A. Huldtgren, S. Bader, T. Kirste, S. Teipel, and B. Holle, A tablet app–and sensor-based assistive technology intervention for informal caregivers to manage the challenging behavior of people with dementia (the insideDEM study): protocol for a feasibility study. JMIR research protocols, 2019. 8(2): p. e11630 10.2196/11630

  76. Scarmeas, N., G. Levy, M.-X. Tang, J. Manly, and Y. Stern, Influence of leisure activity on the incidence of Alzheimer’s disease. Neurology, 2001. 57(12): p. 2236–2242 https://doi.org/10.1212/wnl.57.12.2236

  77. Price, M., E.K. Yuen, E.M. Goetter, J.D. Herbert, E.M. Forman, R. Acierno, and K.J. Ruggiero, mHealth: a mechanism to deliver more accessible, more effective mental health care. Clinical Psychology & Psychotherapy, 2014. 21(5): p. 427–436 https://doi.org/10.1002/cpp.1855

  78. Ranchordas, S. and B. Kaplan, MHealth for Alzheimer's disease: regulation, consent, and privacy concerns. 2016 https://doi.org/10.2139/ssrn.2765976

  79. Rosenfeld, L., J. Torous, and I.V. Vahia, Data security and privacy in apps for dementia: an analysis of existing privacy policies. Am J Geriatr Psychiatry, 2017 https://doi.org/10.1016/j.jagp.2017.04.009, 25, 873, 877

  80. Luxton, D.D., R.A. McCann, N.E. Bush, M.C. Mishkind, and G.M. Reger, mHealth for mental health: integrating smartphone technology in behavioral healthcare. Prof Psychol Res Pract, 2011. 42(6): p. 505 https://doi.org/10.1037/a0024485, 512

  81. Zhang, M.W., C.S. Ho, C.C. Cheok, and R.C. Ho, Smartphone apps in mental healthcare: the state of the art and potential developments. BJPsych Advances, 2015. 21(5): p. 354–358 https://doi.org/10.1192/apt.bp.114.013789

  82. Topo, P., Technology studies to meet the needs of people with dementia and their caregivers: a literature review. J Appl Gerontol, 2009. 28(1): p. 5–37 https://doi.org/10.1177/0733464808324019

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Acknowledgments

This work was supported by Artificial Intelligence and Data Analytics (AIDA) Lab, Prince Sultan University, Riyadh, Saudi Arabia, and Forensic Analysis, Machine Learning, and Information Retrieval (FAMLIR) research group of Department of Computer Engineering, University of Engineering and Technology, Taxila, Pakistan.

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Yousaf, K., Mehmood, Z., Awan, I.A. et al. A comprehensive study of mobile-health based assistive technology for the healthcare of dementia and Alzheimer’s disease (AD). Health Care Manag Sci 23, 287–309 (2020). https://doi.org/10.1007/s10729-019-09486-0

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