Smart Home Technology: a new approach for performance measurements of activities of daily living and prediction of mild cognitive impairment in older adults
Smart Home Technology: a new approach for performance measurements of activities of daily living and prediction of mild cognitive impairment in older adults
Barnett JH, Lewis L, Blackwell AD, Taylor M (2014) Early intervention in Alzheimer's disease: A health economic study of the effects of diagnostic timing. BMCNeurol 14, 101.
Robinson L, Tang E, Taylor J-P (2015) Dementia: Timely diagnosis and early intervention. BMJ 350, h3029.
Rodakowski J, Saghafi E, Butters MA, Skidmore ER (2015) Non-pharmacological interventions for adults with mild cognitive impairment and early stage dementia: An updated scoping review. Mol Aspects Med 43, 38-53.
Van Vliet D, de Vugt ME, Bakker C, Koopmans RT, Verhey FR (2010) Impact of early onset dementia on caregivers: A review. Int J Geriatr Psychiatry 25, 1091-1100.
Bateman RJ, Xiong C, Benzinger TL, Fagan AM, Goate A, Fox NC, Marcus DS, Cairns NJ, Xie X, Blazey TM (2012) Clinical and biomarker changes in dominantly inherited Alzheimer's disease. N Engl J Med 2012, 795-804.
Villemagne VL, Burnham S, Bourgeat P, BrownB, Ellis KA, Salvado O, Szoeke C, Macaulay SL, Martins R, Maruff P (2013) Amyloid -deposition, neurodegeneration, and cognitive decline in sporadic Alzheimer's disease: A prospective cohort study. Lancet Neurol 12, 357-367.
Petersen RC (2004) Mild cognitive impairment as a diagnostic entity. J Intern Med 256, 183-194.
Chen Y, Denny KG, Harvey D, Farias ST, Mungas D, DeCarli C, Beckett L (2017) Progression from normal cognition to mild cognitive impairment in a diverse clinic-based and community-based elderly cohort. Alzheimers Dement 13, 399-405.
Jekel K, Damian M, Wattmo C, Hausner L, Bullock R, Connelly PJ, Dubois B, Eriksdotter M, Ewers M, Graessel E (2015) Mild cognitive impairment and deficits in instrumental activities of daily living: A systematic review. Alzheimers Res The 7, 17.
Ṕerés K, Helmer C, Amieva H, Orgogozo J-M, Rouch I, Dartigues J-F, Barberger-Gateau P (2008) Natural history of decline in instrumental activities of daily living performance over the 10 years preceding the clinical diagnosis of dementia: A prospective population-based study. J Am Geriatr Soc 56, 37-44.
Farias ST, Lau K, Harvey D, Denny KG, Barba C, Mefford AN (2017) Early functional limitations in cognitively normal older adults predict diagnostic conversion to mild cognitive impairment. J Am Geriatr Soc 65, 1152-1158.
Devanand DP, Liu X, Brown PJ (2017) Impact of functional deficits in instrumental activities of daily living in mild cognitive impairment: A clinical algorithm to predict progression to dementia. Alzheimer Dis Assoc Disord 31, 55-61.
Di Carlo A, Baldereschi M, Lamassa M, Bovis F, Inzitari M, Solfrizzi V, Panza F, Galluzzo L, Scafato E, Inzitari D (2016) Daily function as predictor of dementia in cognitive impairment, no dementia (CIND) and mild cognitive impairment (MCI): An 8-year follow-up in the ILSA study. J Alzheimers Dis 53, 505-515.
Bottari C, Dassa C, Rainville C, Dutil E (2009) The criterion-related validity of the IADL Profile with measures of executive functions, indices of trauma severity and sociodemographic characteristics. Brain Inj 23, 322-335.
Bell-McGinty S, Podell K, Franzen M, Baird AD, Williams MJ (2002) Standard measures of executive function in predicting instrumental activities of daily living in older adults. Int J Geriatr Psychiatry 17, 828-834.
Mioshi E, Kipps C, Dawson K, Mitchell J, Graham A, Hodges J (2007) Activities of daily living in frontotemporal dementia and Alzheimer disease. Neurology 68, 2077-2084.
Barberger-Gateau P, Fabrigoule C, Helmer C, Rouch I, Dartigues JF (1999) Functional impairment in instrumental activities of daily living: An early clinical sign of dementia?. J Am Geriatr Soc 47, 456-462.
Okonkwo OC, Wadley VG, Griffith HR, Belue K, Lanza S, Zamrini EY, Harrell LE, Brockington JC, Clark D, Raman R (2008) Awareness of deficits in financial abilities in patients with mild cognitive impairment: going beyond self-informant discrepancy. Am J Geriatr Psychiatry 16, 650-659.
Tabert MH, Albert SM, Borukhova-Milov L, Camacho Y, Pelton G, Liu X, Stern Y, Devanand DP (2002) Functional deficits in patients with mild cognitive impairment prediction of AD. Neurology 58, 758-764.
Debettignies BH, Mahurin RK, Pirozzolo FJ (1990) Insight for impairment in independent living skills in Alzheimer's disease and multi-infarct dementia. J Clin Exp Neuropsychol 12, 355-363.
Doble SE, Fisk JD, RockwoodK(1999) Assessing the ADL functioning of persons with Alzheimer's disease: Comparison of family informants? ratings and performance-based assessment findings. Int Psychogeriatr 11, 399-409.
Belchior P, Korner-BitenskyN, Holmes M, RobertA(2015) Identification and assessment of functional performance in mild cognitive impairment: A survey of occupational therapy practices. Aust Occup Ther J 62, 187-196.
Schmitter-Edgecombe M, Parsey CM (2014) Assessment of functional change and cognitive correlates in the progression from healthy cognitive aging to dementia. Neuropsychology 28, 881.
Lussier M, Lavoie M, Giroux S, Consel C, Guay M, Macoir J, Hudon C, Lorrain D, Talbot L, Langlois F (2018) Early detection of mild cognitive impairment with inhome monitoring technologies using functional measures: A systematic review. IEEE J Biomed Health Inform, doi: 10.1109/JBHI.2018.2834317.
Dawadi PN, Cook DJ, Schmitter-Edgecombe M, Parsey C (2013) Automated assessment of cognitive health using smart home technologies. Technol Health Care 21, 323-343.
Cook DJ, Schmitter-Edgecombe M, Dawadi P (2015) Analyzing activity behavior and movement in a naturalistic environment using smart home techniques. IEEE J Biomed Health Inform 19, 1882-1892.
Jekel K, Damian M, Storf H, Hausner L, Frölich L (2016) Development of a proxy-free objective assessment tool of instrumental activities of daily living in mild cognitive impairment using smart home technologies. J Alzheimers Dis 52, 509-517.
Domingos P (2012) A few useful things to know about machine learning. Commun ACM 55, 78-87.
Larouche E, Tremblay M-P, Potvin O, Laforest S, Bergeron D, Laforce R, Monetta L, Boucher L, Tremblay P, Belleville S (2016) Normative data for the Montreal Cognitive Assessment in middle-Aged and elderly Quebec-French people. Arch Clin Neuropsychol 31, 819-826.
Winblad B, Palmer K, Kivipelto M, Jelic V, Fratiglioni L, Wahlund LO, Nordberg A, Bäckman L, Albert M, Almkvist O(2004) Mild cognitive impairment-beyond controversies, towards a consensus: Report of the International Working Group on Mild Cognitive Impairment. J Intern Med 256, 240-246.
Chikhaoui B, Wang S, Pigot H (2011) A frequent pattern mining approach for ADLs recognition in smart environments. Advanced Information Networking and Applications (AINA), 2011 IEEE International Conference on IEEE, pp. 248-255.
Bier N, Belchior PdC, Paquette G, Beauchemiń E, Lacasse-Champagne A, Messier C, Pellerin M-L, Petit M, Mioshi E, Bottari C (2016) The instrumental activity of daily living profile in aging: A feasibility study. J Alzheimers Dis 52, 1361-1371.
Bottari C, Dassa C, Rainville C, Dutil E (2009) The factorial validity and internal consistency of the Instrumental Activities of Daily Living Profile in individuals with a traumatic brain injury. Neuropsychol Rehabil 19, 177-207.
Shallice T, Burgess PW (1991) Deficits in strategy application following frontal lobe damage in man. Brain 114, 727-741.
Le Dorze G, Villeneuve J, Zumbansen A, Masson-Trottier M, Bottari C (2014) Verbal assistance within the context of an IADL evaluation. Open J Ther Rehabil 2, 182.
Tomaszewski Farias S, Schmitter-Edgecombe M, Weakley A, Harvey D, Denny KG, Barba C, Gravano JT, Giovannetti T, Willis S (2018) Compensation strategies in older adults: Association with cognition and everyday function. Am J Alzheimers Dis Other Demen 33, 184-191.
Marshall GA, Rentz DM, Frey MT, Locascio JJ, Johnson KA, Sperling RA (2011) Executive function and instrumental activities of daily living in mild cognitive impairment and Alzheimer's disease. Alzheimers Dement 7, 300-308.
Overdorp EJ, Kessels RP, Claassen JA, Oosterman JM (2016) The combined effect of neuropsychological and neuropathological deficits on instrumental activities of daily living in older adults: A systematic review. Neuropsychol Rev 26, 92-106.
Miyake A1, Friedman NP (2012) The nature and organization of individual differences in executive functions: Four general conclusions. Curr Dir Psychol Sci 21, 8-14.
TombaughTN(2004) Trail Making TestAand B: Normative data stratified by age and education. Arch Clin Neuropsychol 19, 203-214.
Delis DC, Kramer JH, Kaplan E, Holdnack J (2004) Reliability and validity of the Delis-Kaplan Executive Function System: An update. J Int Neuropsychol Soc 10, 301-303.
Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H (2005) The Montreal Cognitive Assessment, MoCA: A brief screening tool for mild cognitive impairment. J Am Geriatr Soc 53, 695-699.
Lavoie M, Bherer L, Joubert S, Gagnon J-F, Blanchet S, Rouleau I, Macoir J, Hudon C (2018) Normative data for the Rey Auditory Verbal Learning Test in the older French-Quebec population. Clin Neuropsychol 32, 15-28.
Seelye AM, Schmitter-Edgecombe M, Cook DJ, Crandall A (2013) Naturalistic assessment of everyday activities and prompting technologies in mild cognitive impairment. J Int Neuropsychol Soc 19, 442-452.
LezakMD(1982) The problem of assessing executive functions. Int J Psychol 17, 281-297.
Bottari C, Dassa C, Rainville C, Dutil E (2009), The criterion-related validity of the IADL Profile with measures of executive functions, indices of trauma severity and sociodemographic characteristics. Brain Inj 23, 322-335.
Goldberg TE, Koppel J, Keehlisen L, Christen E, Dreses-Werringloer U, Conejero-Goldberg C, Gordon ML, Davies P (2010) Performance-based measures of everyday function in mild cognitive impairment. Am J Psychiatry 167, 845-853.
Nygard L, Starkhammar S (2007) The use of everyday technology by people with dementia living alone: Mapping out the difficulties. Aging Ment Health 11, 144-155.
Seligman SC, Giovannetti T, Sestito J, Libon DJ (2014) A new approach to the characterization of subtle errors in everyday action: Implications for mild cognitive impairment. Clin Neuropsychol 28, 97-115.
Chikhaoui B, Bier N, Lussier M, Gagnon M, Giroux S, Pigot H (2018) Automatic identification of behavior patterns in mild cognitive impairments and Alzheimer's disease based on activities of daily living, Mokhtari M, Abdulrazak B, Aloulou H, eds. In Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted Living. Springer International Publishing, https://doi.org/10.1007/978-3-319-94523-1 6.
Caroux L, Consel C, Dupuy L, Sauźeon H (2014) Verification of daily activities of older adults: A simple, non-intrusive, low-cost approach. In Proceedings of the 16th International ACM SIGACCESS Conference on Computers & Accessibility. ACM, pp. 43-50.
Alsheikh MA, Lin S, Niyato D, Tan H-P (2014) Machine learning in wireless sensor networks: Algorithms, strategies, and applications. IEEE Commun Surv Tutor 16, 1996-2018.