A Spoken Language Database for Research on Moderate Cognitive Impairment: Design and Preliminary Analysis

  1. Espinoza-Cuadros, Fernando
  2. Garcia-Zamora, Marlene A.
  3. Torres-Boza, Dania
  4. Ferrer-Riesgo, Carlos A.
  5. Montero-Benavides, Ana
  6. Gonzalez-Moreira, Eduardo
  7. Hernandez-Gómez, Luis A.
Libro:
Lecture Notes in Computer Science

ISSN: 0302-9743 1611-3349

ISBN: 9783319136226 9783319136233

Año de publicación: 2014

Páginas: 219-228

Tipo: Capítulo de Libro

DOI: 10.1007/978-3-319-13623-3_23 GOOGLE SCHOLAR lock_openAcceso abierto editor

Referencias bibliográficas

  • Llibre, J.J.: Aging and dementia: implications for the scientist community, public health and Cuban society. Rev. Academia de Ciencias de Cuba 2(2), 36–54 (2012)
  • Montenegro Peña, M., Montejo Carrascoa, P., LlaneroLuquea, M., Reinoso García, A.I.: Evaluación y diagnóstico del deterioro cognitivo leve. Revista de Logopedia, Foniatría y Audiología 32, 47–56 (2012)
  • De Leon, M.J., De Santi, S., Zinkowski, R., Mehta, P.D., Pratico, D., Segal, S., Clark, C., Kerkman, D., De Bernardis, J., Li, J., Lair, L., Reisberg, B., Tsui, W., Rusinek, H.: MRI and CSF studies in the early diagnosis of Alzheimer’s disease. Journal of Internal Medicine 256, 205–223 (2004)
  • De Leon, M.J., Mosconi, L., Blennow, K., DeSanti, S., Zinkowski, R., Mehta, P.D., Rusinek, H.: Imaging and CSF studies in the preclinical diagnosis of Alzheimer’s disease. Annals of the New York Academy of Sciences 1097(1), 114–145 (2007)
  • Folstein, M.F., Folstein, S.E., McHugh, P.R.: Mini-mental state. A practical method for grading the cognitive state of patients for the clinician. J. Psychiatr. Res. 12(3), 189–198 (1975)
  • Morris, J.C.: The Clinical Dementia Rating (CDR): current version and scoring rules. J. Neurology 43, 2412–2414 (1993)
  • Buschke, H., Kuslansky, G., Katz, M., Stewart, W.F., Sliwinski, M.J., Eckholdt, H.M., Lipton, R.B.: Screening for dementia with the Memory Impairment Screen. Neurology 52(2), 231–238 (1999)
  • Deramecourt, D., Lebert, F., Debachy, B., Mackowiak-Cordoliani, M.A., Bombois, S., Kerdraon, O., et al.: Prediction of pathology in primary progressive language and speech disorders. Neurology 74, 42–49 (2010)
  • Mesulam, M., Wicklund, A., Johnson, N., Rogalski, E., Léger, G.C., Ra-demaker, A., et al.: Alzheimer and frontotemporal pathology in subsets of primary progressive aphasia. Annual Neurology 63, 709–719 (2008)
  • Lehr, M., Prud’hommeaux, E., Shafran, I., Roark, B.: Fully automated neuropsychological assessment for detecting mild cognitive impairment. In: Interspeech 2012 (2012)
  • Hakkani-Tür, D., Vergyri, D., Tür, G.: Speech-based automated cognitive status assessment. In: INTERSPEECH, pp. 258–261 (2010)
  • Kato, S., Endo, H., Homma, A., Sakuma, T., Watanabe, K.: Early detection of cognitive impairment in the elderly based on Bayesian mining using speech prosody and cerebral blood flow activation. In: 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5813–5816 (2013)
  • Thomas, C., Keselj, V., Cercone, N., Rockwood, K., Asp, E.: Automatic detection and rating of dementia of Alzheimer type through lexical analysis of spontaneous speech. In: 2005 IEEE International Conference on Mechatronics and Automation, vol. 3, pp. 1569–1574 (2005)
  • Bucks, R.S., Singh, S., Cuerden, J.M., Wilcock, G.K.: Analysis of spontaneous, conversational speech in dementia of Alzheimer type: Evaluation of an objective technique for analysing lexical performance. Aphasiology 14, 71–91 (2000)
  • Rochford, I., Rapcan, V., D’Arcy, S., Reilly, R.B.: Dynamic minimum pause threshold estimation for speech analysis in studies of cognitive function in ageing. In: 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 3700–3703 (2012)
  • Martínez-Sánchez, F., Meilán, J.J.G., García-Sevilla, J., Carro, J., Arana, J.M.: Análisis de la fluencialectora en pacientes con la enfermedad de Alzheimer y controles asintomáticos. Neurología 28(6), 325–331 (2013)
  • Darley, F.L., Aronson, A.E., Brown, J.R.: Motor speech disorders, 3rd edn. W.B. Saunders Company, Philadelphia (1975)
  • Risser, A.H., Spreen, O.: The western aphasia battery. Journal of Clinical and Experimental Neuropsychology 7(4), 463–470 (1985)
  • Mertens, P.: Automatic segmentation of speech into syllables. In: Laver, J., Jack, M. (eds.) Proceedings of the European Conference on Speech Technology, Edinburgh, vol. 2, pp. 9–12 (1987)
  • Massey Jr., F.J.: The Kolmogorov-Smirnov test for goodness of fit. Journal of the American Statistical Association 46(253), 68–78 (1951)
  • Breiman, L.: Random Forest. Machine Learning 45, 5–32 (2001)