Literature DB >> 25728469

Diagnosis of mild Alzheimer disease through the analysis of eye movements during reading.

Gerardo Fernández1, Liliana R Castro, Marcela Schumacher, Osvaldo E Agamennoni.   

Abstract

Reading requires the integration of several central cognitive subsystems, ranging from attention and oculomotor control to word identification and language comprehension. Reading saccades and fixations contain information that can be correlated with word properties. When reading a sentence, the brain must decide where to direct the next saccade according to what has been read up to the actual fixation. In this process, the retrieval memory brings information about the current word features and attributes into working memory. According to this information, the prefrontal cortex predicts and triggers the next saccade. The frequency and cloze predictability of the fixated word, the preceding words and the upcoming ones affect when and where the eyes will move next. In this paper we present a diagnostic technique for early stage cognitive impairment detection by analyzing eye movements during reading proverbs. We performed a case-control study involving 20 patients with probable Alzheimer's disease and 40 age-matched, healthy control patients. The measurements were analyzed using linear mixed-effects models, revealing that eye movement behavior while reading can provide valuable information about whether a person is cognitively impaired. To the best of our knowledge, this is the first study using word-based properties, proverbs and linear mixed-effect models for identifying cognitive abnormalities.

Entities:  

Keywords:  Alzheimer disease; Eyetracking signal analysis; cognitive impairment; eye movements; linear mixed-effect models

Mesh:

Year:  2015        PMID: 25728469     DOI: 10.1142/S0219635215500090

Source DB:  PubMed          Journal:  J Integr Neurosci        ISSN: 0219-6352            Impact factor:   2.117


  4 in total

Review 1.  Computational Techniques for Eye Movements Analysis towards Supporting Early Diagnosis of Alzheimer's Disease: A Review.

Authors:  Jessica Beltrán; Mireya S García-Vázquez; Jenny Benois-Pineau; Luis Miguel Gutierrez-Robledo; Jean-François Dartigues
Journal:  Comput Math Methods Med       Date:  2018-05-20       Impact factor: 2.238

2.  A simple saccadic reading test to assess ocular motor function in cerebellar ataxia.

Authors:  Angela Jinsook Oh; Tiffany Chen; Mohammad Ali Shariati; Naz Jehangir; Thomas N Hwang; Yaping Joyce Liao
Journal:  PLoS One       Date:  2018-11-07       Impact factor: 3.240

3.  Correlations between exploratory eye movement, hallucination, and cortical gray matter volume in people with schizophrenia.

Authors:  Linlin Qiu; Hao Yan; Risheng Zhu; Jun Yan; Huishu Yuan; Yonghua Han; Weihua Yue; Lin Tian; Dai Zhang
Journal:  BMC Psychiatry       Date:  2018-07-13       Impact factor: 3.630

4.  Predicting Spatial Visualization Problems' Difficulty Level from Eye-Tracking Data.

Authors:  Xiang Li; Rabih Younes; Diana Bairaktarova; Qi Guo
Journal:  Sensors (Basel)       Date:  2020-03-31       Impact factor: 3.576

  4 in total

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