Detecting cognitive impairment by eye movement analysis using automatic classification algorithms
نویسندگان
چکیده
منابع مشابه
Detecting cognitive impairment by eye movement analysis using automatic classification algorithms.
The Visual Paired Comparison (VPC) task is a recognition memory test that has shown promise for the detection of memory impairments associated with mild cognitive impairment (MCI). Because patients with MCI often progress to Alzheimer's Disease (AD), the VPC may be useful in predicting the onset of AD. VPC uses noninvasive eye tracking to identify how subjects view novel and repeated visual sti...
متن کاملGenetic Algorithms for Automatic Object Movement Classification
This paper presents an integrated approach, combining a state-of-the-art commercial object detection system and genetic algorithms (GA)-based learning for automatic object classification. Specifically, the approach is based on applying weighted nearest neighbor classification to feature vectors extracted from the detected objects, where the weights are evolved due to GA-based learning. Our resu...
متن کاملDetecting Cognitive Distraction using Random Forest by Considering Eye Movement Type
ACM Digital Library; Bacon’s Media Directory; Cabell’s Directories; Compendex (Elsevier Engineering Index); CSA Illumina; DBLP; Gale Directory of Publications & Broadcast Media; GetCited; Google Scholar; INSPEC; JournalTOCs; MediaFinder; PsycINFO®; SCOPUS; The Index of Information Systems Journals; The Standard Periodical Directory; Ulrich’s Periodicals Directory; Web of Science Emerging Source...
متن کاملautomatic diagnosis of mild cognitive impairment using eeg spectral features
alzheimer’s disease (ad) is one of the most expensive and fatal disease in elderly population. up to now no cure have been found for ad, so early stage diagnosis is the only way to control it. mild cognitive impairment (mci) usually is the early stage of ad which is defined as decreasing in mental abilities such a cognition, memory and speech not too severe to interfere daily activities. mci di...
متن کاملEye movement analysis and cognitive processing: detecting indicators of conversion to Alzheimer’s disease
A great amount of research has been developed around the early cognitive impairments that best predict the onset of Alzheimer's disease (AD). Given that mild cognitive impairment (MCI) is no longer considered to be an intermediate state between normal aging and AD, new paths have been traced to acquire further knowledge about this condition and its subtypes, and to determine which of them have ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Neuroscience Methods
سال: 2011
ISSN: 0165-0270
DOI: 10.1016/j.jneumeth.2011.06.027