Literature DB >> 34267607

Classifying Text-Based Computer Interactions for Health Monitoring.

Lisa M Vizer1, Andrew Sears2.   

Abstract

Using a statistical model of keystroke and linguistic features, a novel assessment approach leverages ordinary text-typing activities to monitor for signs of early cognitive decline in older adults. Early detection could allow for appropriate interventions and effective treatment.

Year:  2015        PMID： 34267607      PMCID： PMC8278280          DOI： 10.1109/mprv.2015.85

Source DB:  PubMed          Journal:  IEEE Pervasive Comput        ISSN： 1536-1268            Impact factor:   3.175


  6 in total

1.  Unobtrusive monitoring of computer interactions to detect cognitive status in elders.

Authors:  Holly Jimison; Misha Pavel; James McKanna; Jesse Pavel
Journal:  IEEE Trans Inf Technol Biomed       Date:  2004-09

2.  Spoken Language Derived Measures for Detecting Mild Cognitive Impairment.

Authors:  Brian Roark; Margaret Mitchell; John-Paul Hosom; Kristy Hollingshead; Jeffrey Kaye
Journal:  IEEE Trans Audio Speech Lang Process       Date:  2011-09-01

3.  An investigation of PreMCI: subtypes and longitudinal outcomes.

Authors:  David A Loewenstein; Maria T Greig; John A Schinka; Warren Barker; Qian Shen; Elizabeth Potter; Ashok Raj; Larry Brooks; Daniel Varon; Michael Schoenberg; Jessica Banko; Huntington Potter; Ranjan Duara
Journal:  Alzheimers Dement       Date:  2012-05       Impact factor: 21.566

4.  Prevalence of cognitive impairment without dementia in the United States.

Authors:  Brenda L Plassman; Kenneth M Langa; Gwenith G Fisher; Steven G Heeringa; David R Weir; Mary Beth Ofstedal; James R Burke; Michael D Hurd; Guy G Potter; Willard L Rodgers; David C Steffens; John J McArdle; Robert J Willis; Robert B Wallace
Journal:  Ann Intern Med       Date:  2008-03-18       Impact factor: 25.391

5.  Automated classification of primary progressive aphasia subtypes from narrative speech transcripts.

Authors:  Kathleen C Fraser; Jed A Meltzer; Naida L Graham; Carol Leonard; Graeme Hirst; Sandra E Black; Elizabeth Rochon
Journal:  Cortex       Date:  2012-12-21       Impact factor: 4.027

6.  Detection of MCI in the clinic: evaluation of the sensitivity and specificity of a computerised test battery, the Hopkins Verbal Learning Test and the MMSE.

Authors:  Celeste A de Jager; Anne-Claire M C Schrijnemaekers; Thurza E M Honey; Marc M Budge
Journal:  Age Ageing       Date:  2009-05-19       Impact factor: 10.668
  6 in total
  1 in total

1.  Diagnostic accuracy of keystroke dynamics as digital biomarkers for fine motor decline in neuropsychiatric disorders: a systematic review and meta-analysis.

Authors:  Hessa Alfalahi; Ahsan H Khandoker; Nayeefa Chowdhury; Dimitrios Iakovakis; Sofia B Dias; K Ray Chaudhuri; Leontios J Hadjileontiadis
Journal:  Sci Rep       Date:  2022-05-11       Impact factor: 4.996
  1 in total

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