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Mild Cognitive Impairment (MCI) is a mental disorder difficult to diagnose.
Western Aphasia Battery test manual
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The natural history of alzheimer’s disease: description of study cohort and accuracy of diagnosis
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The CHILDES Project: Tools for analyzing talk
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The Assessment of Aphasia and Related Disorders
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The small world of human language
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Boston naming test
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A neural probabilistic language model
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Coh-metrix: Analysis of text on cohesion and language
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Patterns in syntactic dependency networks
Ramon F. i Cancho, Ricard V. Solé, and Reinhard Köhler. 2004 · 2004
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Mild cognitive impairment as a diagnostic entity
Ronald C. Petersen. 2004 · 2004
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A complex network approach to text summarization
Lucas Antiqueira, Osvaldo N. Oliveira Jr., Luciano da Fontoura Costa, and Maria das Graças Volpe Nunes. 2009 · 2009
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Language analytics for assessing brain health: Cognitive impairment, depression and pre-symptomatic alzheimer’s disease
William L. Jarrold, Bart Peintner, Eric Yeh, Ruth Krasnow, Harold S. Javitz, and Gary E. Swan. 2010 · 2010
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Prose and poetry classification and boundary detection using word adjacency network analysis
Ranzivelle M. Roxas and Giovanni Tapang. 2010 · 2010
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Extractive summarization using complex networks and syntactic dependency
Diego R. Amancio, Maria G. V. Nunes, Osvaldo N. Oliveira Jr., and Luciano F. Costa. 2012a · 2011
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Natural language processing (almost) from scratch
Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011 · 2011
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Graph-based natural language processing and information retrieval
Rada Mihalcea and Dragomir Radev. 2011 · 2011
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Prevalence of potentially reversible conditions in dementia and mild cognitive impairment in a geriatric clinic
Weerasak Muangpaisan, Chonachan Petcharat, and Varalak Srinonprasert. 2012 · 2011
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Aided diagnosis of dementia type through computer-based analysis of spontaneous speech
William L. Jarrold, Bart Peintner, David Wilkins, Dimitra Vergryi, Colleen Richey, Maria L. Gorno-Tempini, and Jennifer Ogar. 2014 · 2014
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Learning predictive linguistic features for alzheimer’s disease and related dementias using verbal utterances
Sylvester O. Orimaye, Jojo Wong, and K. Jennifer Golden. 2014 · 2014
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Inducing language networks from continuous space word representations
Bryan Perozzi, Rami Al-Rfou, Vivek Kulkarni, and Steven Skiena. 2014 · 2014
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Authorship recognition via fluctuation analysis of network topology and word intermittency
Diego R. Amancio. 2015a · 2015
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Automatic proposition extraction from dependency trees: Helping early prediction of alzheimer’s disease from narratives
Andre L. da Cunha, Lucilene B. de Sousa, Letícia L. Mansur, and Sandra M. Aluísio. 2015 · 2015
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Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, et al. 2011 · 2011
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Alignment of spoken narratives for automated neuropsychological assessment
Emily T. Prud’hommeaux and Brian Roark. 2011 · 2011
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Spoken language derived measures for detecting mild cognitive impairment
Brian Roark, Margaret Mitchell, John-Paul Hosom, Kristy Hollingshead, and Jeffrey Kaye. 2011 · 2011
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Non-pharmacological interventions on cognitive functions in older people with mild cognitive impairment (mci)
Camila V. Teixeira, Lilian T. Gobbi, Danilla I. Corazza, Florindo Stella, José L. Costa, and Sebastião Gobbi. 2012 · 2011
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Automated classification of primary progressive aphasia subtypes from narrative speech transcripts
Kathleen C. Fraser, Jed A. Meltzer, Naida L. Graham, Carol Leonard, Graeme Hirst, Sandra E. Black, and Elizabeth Rochon. 2014 · 2012
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Fully automated neuropsychological assessment for detecting mild cognitive impairment
Maider Lehr, Emily T. Prud’hommeaux, Izhak Shafran, and Brian Roark. 2012 · 2012
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Word sense disambiguation via high order of learning in complex networks
Thiago C. Silva and Diego R. Amancio. 2012 · 2012
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Predicting prodromal alzheimer’s disease in subjects with mild cognitive impairment using machine learning classification of multimodal multicenter diffusion-tensor and magnetic resonance imaging data
Martin Dyrba, Frederik Barkhof, Andreas Fellgiebel, Massimo Filippi, Lucrezia Hausner, Karlheinz Hauenstein, Thomas Kirste, and Stefan J. Teipel. 2015 · 2015
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Linguistic features identify alzheimer’s disease in narrative speech
Kathleen C. Fraser, Jed A. Meltzer, and Frank Rudzicz. 2015 · 2015
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Automatic detection of mild cognitive impairment from spontaneous speech using asr
László Tóth, Gábor Gosztolya, Veronika Vincze, Ildikó Hoffmann, and Gréta Szatlóczki. 2015 · 2015
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Neuropsychological test selection for cognitive impairment classification: A machine learning approach
Alyssa Weakley, Jennifer A. Williams, Maureen Schmitter-Edgecombe, and Diane J. Cook. 2015 · 2015
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Evaluating progression of alzheimer’s disease by regression and classification methods in a narrative language test in portuguese
Sandra M. Aluísio, Andre L. da Cunha, and Carolina Scarton. 2016 · 2016
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Enriching word vectors with subword information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov. 2016 · 2016
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Towards automatic detection of abnormal cognitive decline and dementia through linguistic analysis of writing samples
Weissenbacher Davy, Johnson A. Travis, Wojtulewicz Laura, Dueck Amylou, Locke Dona, Caselli Richard, and Gonzalez Graciela. 2016 · 2016
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Using complex networks for text classification: Discriminating informative and imaginative documents
Henrique F. de Arruda, Luciano F. Costa, and Diego R. Amancio. 2016 · 2016
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Authorship attribution based on life-like network automata
Jeaneth Machicao, Edilson A. Corrêa Jr, Gisele H. B. Miranda, Diego R. Amancio, and Odemir M. Bruno. 2016 · 2016
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Marcos V. Treviso, Christopher Shulby, and Sandra M. Aluísio. 2017 · 2017
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Detecting mild cognitive impairment by exploiting linguistic information from transcripts
Veronika Vincze, Gábor Gosztolya, László Tóth, Ildikó Hoffmann, and Gréta Szatlóczki. 2016 · 2030
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