Literature DB >> 20829666

Computerized analysis of speech and language to identify psycholinguistic correlates of frontotemporal lobar degeneration.

Serguei V S Pakhomov1, Glenn E Smith, Dustin Chacon, Yara Feliciano, Neill Graff-Radford, Richard Caselli, David S Knopman.   

Abstract

OBJECTIVE: To evaluate the use of a semiautomated computerized system for measuring speech and language characteristics in patients with frontotemporal lobar degeneration (FTLD).
BACKGROUND: FTLD is a heterogeneous disorder comprising at least 3 variants. Computerized assessment of spontaneous verbal descriptions by patients with FTLD offers a detailed and reproducible view of the underlying cognitive deficits.
METHODS: Audiorecorded speech samples of 38 patients from 3 participating medical centers were elicited using the Cookie Theft stimulus. Each patient underwent a battery of neuropsychologic tests. The audio was analyzed by the computerized system to measure 15 speech and language variables. Analysis of variance was used to identify characteristics with significant differences in means between FTLD variants. Factor analysis was used to examine the implicit relations between subsets of the variables.
RESULTS: Semiautomated measurements of pause-to-word ratio and pronoun-to-noun ratio were able to discriminate between some of the FTLD variants. Principal component analysis of all 14 variables suggested 4 subjectively defined components (length, hesitancy, empty content, grammaticality) corresponding to the phenomenology of FTLD variants.
CONCLUSION: Semiautomated language and speech analysis is a promising novel approach to neuropsychologic assessment that offers a valuable contribution to the toolbox of researchers in dementia and other neurodegenerative disorders.

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Year:  2010        PMID: 20829666      PMCID: PMC3365864          DOI: 10.1097/WNN.0b013e3181c5dde3

Source DB:  PubMed          Journal:  Cogn Behav Neurol        ISSN: 1543-3633            Impact factor:   1.600


  43 in total

1.  Diagnostic Assessment of Childhood Apraxia of Speech Using Automatic Speech Recognition (ASR) Methods.

Authors:  John-Paul Hosom; Lawrence Shriberg; Jordan R Green
Journal:  J Med Speech Lang Pathol       Date:  2004-12

2.  Why do Alzheimer patients have difficulty with pronouns? Working memory, semantics, and reference in comprehension and production in Alzheimer's disease.

Authors:  A Almor; D Kempler; M C MacDonald; E S Andersen; L K Tyler
Journal:  Brain Lang       Date:  1999-05       Impact factor: 2.381

3.  Non-Fluent Speech in Frontotemporal Lobar Degeneration.

Authors:  Sharon Ash; Peachie Moore; Luisa Vesely; Delani Gunawardena; Corey McMillan; Chivon Anderson; Brian Avants; Murray Grossman
Journal:  J Neurolinguistics       Date:  2009-07-01       Impact factor: 1.710

4.  An analysis of connected speech samples of aphasic and normal speakers.

Authors:  K M Yorkston; D R Beukelman
Journal:  J Speech Hear Disord       Date:  1980-02

5.  Frontotemporal dementia: clinicopathological correlations.

Authors:  Mark S Forman; Jennifer Farmer; Julene K Johnson; Christopher M Clark; Steven E Arnold; H Branch Coslett; Anjan Chatterjee; Howard I Hurtig; Jason H Karlawish; Howard J Rosen; Vivianna Van Deerlin; Virginia M-Y Lee; Bruce L Miller; John Q Trojanowski; Murray Grossman
Journal:  Ann Neurol       Date:  2006-06       Impact factor: 10.422

6.  Fluent versus nonfluent primary progressive aphasia: a comparison of clinical and functional neuroimaging features.

Authors:  David Glenn Clark; Anthony Charuvastra; Bruce L Miller; Jill S Shapira; Mario F Mendez
Journal:  Brain Lang       Date:  2005-01-07       Impact factor: 2.381

7.  Progressive aphasia secondary to Alzheimer disease vs FTLD pathology.

Authors:  K A Josephs; J L Whitwell; J R Duffy; W A Vanvoorst; E A Strand; W T Hu; B F Boeve; N R Graff-Radford; J E Parisi; D S Knopman; D W Dickson; C R Jack; R C Petersen
Journal:  Neurology       Date:  2008-01-01       Impact factor: 9.910

8.  Cognition and anatomy in three variants of primary progressive aphasia.

Authors:  Maria Luisa Gorno-Tempini; Nina F Dronkers; Katherine P Rankin; Jennifer M Ogar; La Phengrasamy; Howard J Rosen; Julene K Johnson; Michael W Weiner; Bruce L Miller
Journal:  Ann Neurol       Date:  2004-03       Impact factor: 10.422

9.  Neuropsychological decline in frontotemporal lobar degeneration: a longitudinal analysis.

Authors:  David J Libon; Sharon X Xie; Xingmei Wang; Lauren Massimo; Peachie Moore; Luisa Vesely; Alea Khan; Anjan Chatterjee; H Branch Coslett; Howard I Hurtig; Tsao-Wei Liang; Murray Grossman
Journal:  Neuropsychology       Date:  2009-05       Impact factor: 3.295

10.  Clinical and pathological characterization of progressive aphasia.

Authors:  Jonathan A Knibb; John H Xuereb; Karalyn Patterson; John R Hodges
Journal:  Ann Neurol       Date:  2006-01       Impact factor: 10.422

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  10 in total

1.  Automatic Assessment of Speech Impairment in Cantonese-speaking People with Aphasia.

Authors:  Ying Qin; Tan Lee; Anthony Pak Hin Kong
Journal:  IEEE J Sel Top Signal Process       Date:  2019-11-28       Impact factor: 6.856

2.  A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders.

Authors:  Rohit Voleti; Julie M Liss; Visar Berisha
Journal:  IEEE J Sel Top Signal Process       Date:  2019-11-07       Impact factor: 6.856

3.  Effects of age and dementia on temporal cycles in spontaneous speech fluency.

Authors:  Serguei V S Pakhomov; Eden A Kaiser; Daniel L Boley; Susan E Marino; David S Knopman; Angela K Birnbaum
Journal:  J Neurolinguistics       Date:  2011-10       Impact factor: 1.710

4.  The effect of topiramate plasma concentration on linguistic behavior, verbal recall and working memory.

Authors:  S E Marino; S V S Pakhomov; S Han; K L Anderson; M Ding; L E Eberly; D W Loring; C Hawkins-Taylor; J O Rarick; I E Leppik; J E Cibula; A K Birnbaum
Journal:  Epilepsy Behav       Date:  2012-05-30       Impact factor: 2.937

5.  Automatic measurement of prosody in behavioral variant FTD.

Authors:  Naomi Nevler; Sharon Ash; Charles Jester; David J Irwin; Mark Liberman; Murray Grossman
Journal:  Neurology       Date:  2017-07-19       Impact factor: 9.910

6.  Vocabulary Size in Speech May Be an Early Indicator of Cognitive Impairment.

Authors:  Eiji Aramaki; Shuko Shikata; Mai Miyabe; Ayae Kinoshita
Journal:  PLoS One       Date:  2016-05-13       Impact factor: 3.240

7.  Profiling Speech and Pausing in Amyotrophic Lateral Sclerosis (ALS) and Frontotemporal Dementia (FTD).

Authors:  Yana Yunusova; Naida L Graham; Sanjana Shellikeri; Kent Phuong; Madhura Kulkarni; Elizabeth Rochon; David F Tang-Wai; Tiffany W Chow; Sandra E Black; Lorne H Zinman; Jordan R Green
Journal:  PLoS One       Date:  2016-01-20       Impact factor: 3.240

8.  White Matter Disruption and Connected Speech in Non-Fluent and Semantic Variants of Primary Progressive Aphasia.

Authors:  Karine Marcotte; Naida L Graham; Kathleen C Fraser; Jed A Meltzer; David F Tang-Wai; Tiffany W Chow; Morris Freedman; Carol Leonard; Sandra E Black; Elizabeth Rochon
Journal:  Dement Geriatr Cogn Dis Extra       Date:  2017-03-02

9.  Computer-based evaluation of Alzheimer's disease and mild cognitive impairment patients during a picture description task.

Authors:  Laura Hernández-Domínguez; Sylvie Ratté; Gerardo Sierra-Martínez; Andrés Roche-Bergua
Journal:  Alzheimers Dement (Amst)       Date:  2018-03-13

10.  When it is not primary progressive aphasia: A scoping review of spoken language impairment in other neurodegenerative dementias.

Authors:  Aida Suárez-González; Alice Cassani; Ragaviveka Gopalan; Joshua Stott; Sharon Savage
Journal:  Alzheimers Dement (N Y)       Date:  2021-09-01
  10 in total

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