Identifying Mild Cognitive Impairment and mild Alzheimer's disease based on spontaneous speech using ASR and linguistic features
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Gábor Gosztolya | Veronika Vincze | László Tóth | Magdolna Pákáski | János Kálmán | Ildikó Hoffmann | L. Tóth | V. Vincze | I. Hoffmann | M. Pákáski | J. Kálmán | G. Gosztolya
[1] Marcos Faúndez-Zanuy,et al. On the Selection of Non-Invasive Methods Based on Speech Analysis Oriented to Automatic Alzheimer Disease Diagnosis , 2013, Sensors.
[2] Veronika Vincze,et al. Speaking in Alzheimer’s Disease, is That an Early Sign? Importance of Changes in Language Abilities in Alzheimer’s Disease , 2015, Front. Aging Neurosci..
[3] J. Hodges,et al. The effects of very early Alzheimer's disease on the characteristics of writing by a renowned author. , 2004, Brain : a journal of neurology.
[4] Joanna Grzybowska,et al. Speaker Age Classification and Regression Using i-Vectors , 2016, INTERSPEECH.
[5] Weina Zhao,et al. Brain imaging of mild cognitive impairment and Alzheimer's disease☆ , 2013, Neural regeneration research.
[6] Frederik Barkhof,et al. Structural magnetic resonance imaging in the practical assessment of dementia: beyond exclusion , 2002, The Lancet Neurology.
[7] Gabor Gosztolya,et al. Spoken term detection based on the most probable phoneme sequence , 2011, 2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI).
[8] Claus-W. Wallesch,et al. Pathology of Language Behavior in Dementia , 1993 .
[9] Veronika Vincze,et al. magyarlanc: A Tool for Morphological and Dependency Parsing of Hungarian , 2013, RANLP.
[10] Helen J. Chenery,et al. Semantic abilities in dementia of the Alzheimer type 1. Lexical semantics , 1989, Brain and Language.
[11] S. Folstein,et al. "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. , 1975, Journal of psychiatric research.
[12] Naji Tabet,et al. Slowing the progression of Alzheimer’s disease; what works? , 2015, Ageing Research Reviews.
[13] Peter A. Heeman,et al. Using linguistic indicators of difficulty to identify mild cognitive impairment , 2015, INTERSPEECH.
[14] Lawrence R. Frank,et al. Decreased white matter integrity in late-myelinating fiber pathways in Alzheimer's disease supports retrogenesis , 2009, NeuroImage.
[15] Sheila E Blumstein,et al. Temporal dimensions of consonant and vowel production: An acoustic and CT scan analysis of aphasic speech , 1990, Brain and Language.
[16] A. Wimo,et al. The global prevalence of dementia: A systematic review and metaanalysis , 2013, Alzheimer's & Dementia.
[17] J. Illes. Neurolinguistic features of spontaneous language production dissociate three forms of neurodegenerative disease: Alzheimer's, Huntington's, and Parkinson's , 1989, Brain and Language.
[18] Gábor Gosztolya,et al. Automatic detection of mild cognitive impairment from spontaneous speech using ASR , 2015, INTERSPEECH.
[19] Onésimo Juncos-Rabadán,et al. Una revisión de la investigación sobre lenguaje en el deterioro cognitivo leve , 2010 .
[20] Francisco Martínez-Sánchez,et al. Acoustic Markers Associated with Impairment in Language Processing in Alzheimer's Disease , 2012, The Spanish journal of psychology.
[21] Tanja Schultz,et al. Speech-Based Detection of Alzheimer's Disease in Conversational German , 2016, INTERSPEECH.
[22] Eva Björkner,et al. Data Collection from Persons with Mild Forms of Cognitive Impairment and Healthy Controls - Infrastructure for Classification and Prediction of Dementia , 2017, NODALIDA.
[23] D N Ripich,et al. Functional Communication with AD Patients: A Caregiver Training Program , 1994, Alzheimer disease and associated disorders.
[24] Vanessa Taler,et al. Language performance in Alzheimer's disease and mild cognitive impairment: A comparative review , 2008, Journal of clinical and experimental neuropsychology.
[25] Brian Roark,et al. Fully Automated Neuropsychological Assessment for Detecting Mild Cognitive Impairment , 2012, INTERSPEECH.
[26] D. Salmon,et al. Semantic memory impairment in Alzheimer's disease: Failure of access or degraded knowledge? , 1992, Neuropsychologia.
[27] Osamu Abe,et al. Diffusion abnormality in the posterior cingulum and hippocampal volume: correlation with disease progression in Alzheimer's disease. , 2009, Magnetic resonance imaging.
[28] Christos N. Capsalis,et al. Early Diagnosis of Alzheimer's Type Dementia Using Continuous Speech Recognition , 2010, MobiHealth.
[29] Magdolna Pákáski,et al. Is there any difference between the findings of clock drawing tests if the clocks show different times? , 2011, International journal of geriatric psychiatry.
[30] C. Sadowsky,et al. Practical Guidelines for the Recognition and Diagnosis of Dementia , 2012, The Journal of the American Board of Family Medicine.
[31] Frank Rudzicz,et al. Using text and acoustic features to diagnose progressive aphasia and its subtypes , 2013, INTERSPEECH.
[32] Dolores E. López,et al. Speech in Alzheimer's Disease: Can Temporal and Acoustic Parameters Discriminate Dementia? , 2014, Dementia and Geriatric Cognitive Disorders.
[33] Naveen Kumar,et al. Robust Multichannel Gender Classification from Speech in Movie Audio , 2016, INTERSPEECH.
[34] Takashi Asada,et al. Neuroimaging Diagnosis for Alzheimer's Disease and Other Dementias , 2017, Springer Japan.
[35] Romola S. Bucks,et al. Analysis of spontaneous, conversational speech in dementia of Alzheimer type: Evaluation of an objective technique for analysing lexical performance , 2000 .
[36] László Tóth. Phone recognition with hierarchical convolutional deep maxout networks , 2015, EURASIP J. Audio Speech Music. Process..
[37] J Schröder,et al. [Mild cognitive impairment and Alzheimer's disease: an investigation of the CERAD-NP test battery]. , 2005, Fortschritte der Neurologie-Psychiatrie.
[38] Jerzy Leszek,et al. Multimodal imaging in diagnosis of Alzheimer's disease and amnestic mild cognitive impairment: value of magnetic resonance spectroscopy, perfusion, and diffusion tensor imaging of the posterior cingulate region. , 2011, Journal of Alzheimer's disease : JAD.
[39] M. Tsolaki,et al. Could language deficits really differentiate Mild Cognitive Impairment (MCI) from mild Alzheimer's disease? , 2013, Archives of gerontology and geriatrics.
[40] Mária Gósy,et al. BEA – A multifunctional Hungarian spoken language database , 2013 .
[41] Magdolna Pákáski,et al. Is there any difference between the findings of Clock Drawing Tests if the clocks show different times? , 2014, Journal of Alzheimer's disease : JAD.
[42] Frank Rudzicz,et al. Automatic speech recognition in the diagnosis of primary progressive aphasia , 2013, SLPAT.
[43] Harald Höge,et al. A new keyword spotting algorithm with pre-calculated optimal thresholds , 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.
[44] Gábor Gosztolya,et al. Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from Transcripts , 2016, ACL.
[45] P. Walla,et al. Depth of word processing in Alzheimer patients and normal controls: a magnetoencephalographic (MEG) study , 2005, Journal of Neural Transmission.
[46] Jing Huang,et al. Towards automatic transcription of large spoken archives - English ASR for the MALACH project , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..
[47] Veronika Vincze,et al. Uncertainty Detection in Hungarian Texts , 2014, COLING.
[48] João Maroco,et al. Non‐literal language deficits in mild cognitive impairment , 2014, Psychogeriatrics : the official journal of the Japanese Psychogeriatric Society.
[49] Colleen Richey,et al. Aided diagnosis of dementia type through computer-based analysis of spontaneous speech , 2014, CLPsych@ACL.
[50] M. Freedman,et al. Clock Drawing: A Neuropsychological Analysis , 1994 .
[51] G. J. Tucker,et al. Neuropsychiatry and Behavioral Neuroscience. By J. L. Cummings and M. Miga. (Pp. 414; $99.95.) Oxford University Press: New York. 2003. , 2004, Psychological Medicine.
[52] M. Weiner,et al. Language in Alzheimer's disease. , 2008, The Journal of clinical psychiatry.
[53] Gavin C. Cawley,et al. On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation , 2010, J. Mach. Learn. Res..
[54] Claus-W. Wallesch,et al. Language Changes in Old Age , 1993 .
[55] Simone Reppermund,et al. Risk profiles for mild cognitive impairment vary by age and sex: the Sydney Memory and Ageing study. , 2012, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.
[56] Brian Roark,et al. Spoken Language Derived Measures for Detecting Mild Cognitive Impairment , 2011, IEEE Transactions on Audio, Speech, and Language Processing.
[57] Graeme Hirst,et al. Longitudinal detection of dementia through lexical and syntactic changes in writing: a case study of three British novelists , 2011, Lit. Linguistic Comput..
[58] D. Holmes,et al. A stylometric analysis of conversational speech of aphasic patients , 1996 .
[59] B. Miller,et al. Machine learning approaches to diagnosis and laterality effects in semantic dementia discourse , 2014, Cortex.
[60] Sandra M. Aluísio,et al. Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts , 2017, ACL.
[61] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.
[62] Steve Young,et al. The HTK book , 1995 .
[63] Shi-wook Lee,et al. Generating Complementary Acoustic Model Spaces in DNN-Based Sequence-to-Frame DTW Scheme for Out-of-Vocabulary Spoken Term Detection , 2016, INTERSPEECH.
[64] Kathleen C. Fraser,et al. Automated classification of primary progressive aphasia subtypes from narrative speech transcripts , 2014, Cortex.
[65] Alexandra König,et al. Speech-based automatic and robust detection of very early dementia , 2014, INTERSPEECH.
[66] Cristina Izura,et al. Lexical processing in Spanish patients with probable Alzheimer's disease. , 2003, Brain research. Cognitive brain research.
[67] Cristina D. Dye,et al. Temporal parameters of spontaneous speech in Alzheimer's disease , 2010, International journal of speech-language pathology.
[68] Eiji Aramaki,et al. Detecting Japanese Patients with Alzheimer’s Disease based on Word Category Frequencies , 2016, ClinicalNLP@COLING 2016.
[69] Kathleen C. Fraser,et al. Automated classification of primary progressive aphasia subtypes from narrative speech samples , 2017 .
[70] N. Cercone,et al. Automatic detection and rating of dementia of Alzheimer type through lexical analysis of spontaneous speech , 2005, IEEE International Conference Mechatronics and Automation, 2005.
[71] Ulrich Seidl,et al. Morphological cerebral correlates of CERAD test performance in mild cognitive impairment and Alzheimer's disease. , 2011, Journal of Alzheimer's disease : JAD.
[72] Gábor Gosztolya,et al. Detecting Mild Cognitive Impairment from Spontaneous Speech by Correlation-Based Phonetic Feature Selection , 2016, INTERSPEECH.
[73] Karalyn Patterson,et al. Phonological and Articulatory Impairment in Alzheimer's Disease: A Case Series , 2000, Brain and Language.
[74] B. Wild,et al. Nonliteral Language in Alzheimer Dementia: A Review , 2011, Journal of the International Neuropsychological Society.
[75] S. Kemper,et al. Longitudinal change in language production: effects of aging and dementia on grammatical complexity and propositional content. , 2001, Psychology and aging.
[76] Kathleen C. Fraser,et al. An analysis of eye-movements during reading for the detection of mild cognitive impairment , 2017, EMNLP.
[77] Róbert Busa-Fekete,et al. DNN-Based Feature Extraction and Classifier Combination for Child-Directed Speech, Cold and Snoring Identification , 2017, INTERSPEECH.
[78] K. Davis,et al. A new rating scale for Alzheimer's disease. , 1984, The American journal of psychiatry.
[79] Lukás Burget,et al. Brno university of technology system for interspeech 2010 paralinguistic challenge , 2010, INTERSPEECH.
[80] K. Forbes-McKay,et al. Detecting subtle spontaneous language decline in early Alzheimer’s disease with a picture description task , 2005, Neurological Sciences.
[81] S. Barth,et al. Neuropsychologische Profile in der Demenzdiagnostik: Eine Untersuchung mit der CERAD-NP-Testbatterie , 2005 .
[82] Bernhard Schölkopf,et al. Estimating the Support of a High-Dimensional Distribution , 2001, Neural Computation.
[83] Yogesan Kanagasingam,et al. Innovative diagnostic tools for early detection of Alzheimer's disease , 2015, Alzheimer's & Dementia.
[84] Isabel Trancoso,et al. Age and gender detection in the I-DASH project , 2011, TSLP.
[85] K Kempler. [Lajos Kossuth and health]. , 1988, Orvosi hetilap.
[86] Gábor Gosztolya,et al. Estimating the Sincerity of Apologies in Speech by DNN Rank Learning and Prosodic Analysis , 2016, INTERSPEECH.
[87] Vanessa Wei Feng,et al. Changes in Style in Authors with Alzheimer's Disease , 2012 .
[88] T. Chow. Neuropsychiatry and Behavioral Neuroscience , 2003 .
[89] Vanessa Taler,et al. On-line lexical processing in AD and MCI: An early measure of cognitive impairment? , 2006, Journal of Neurolinguistics.