Disease classification based on eye movement features with decision tree and random forest
Y Mao, Y He, L Liu, X Chen - Frontiers in neuroscience, 2020 - frontiersin.org
Medical research shows that eye movement disorders are related to many kinds of
neurological diseases. Eye movement characteristics can be used as biomarkers of …
neurological diseases. Eye movement characteristics can be used as biomarkers of …
Eye-tracking technologies supporting vision screening in children
The aim of this paper is to contribute to a better understanding of children's vision care from
the identification to treatment, with, in particular, a better understanding of the use of eye …
the identification to treatment, with, in particular, a better understanding of the use of eye …
Deep learning framework for neurological diseases diagnosis through near-infrared eye video and time series imaging algorithms
Abstract Internet of Things (IoT) solutions have greatly evolved recently with the application
of Artificial Intelligence (AI). Indeed, AI enriches the IoT with intelligence capabilities. In …
of Artificial Intelligence (AI). Indeed, AI enriches the IoT with intelligence capabilities. In …
Approach to quantify eye movements to augment stroke diagnosis with a non-calibrated eye-tracker
Automated eye-tracking technology could enhance diagnosis for many neurological
diseases, including stroke. Current literature focuses on gaze estimation through a form of …
diseases, including stroke. Current literature focuses on gaze estimation through a form of …
[PDF][PDF] APPLICATION OF DEEP LEARNING METHODS FOR THE INVESTIGATION OF NEUROLOGICAL DISEASES DIAGNOSED THROUGH EYE MOVEMENT
M Hammoud, A Somov - 2023 - researchgate.net
Deep learning algorithms is an emerging tool that facilitates automatic classification tasks in
many different applications. Deep learning (DL) is extensively used in medical applications …
many different applications. Deep learning (DL) is extensively used in medical applications …
[PDF][PDF] Applications of Eye Tracking in the Diagnosis of Early Stages of Autism Spectrum Disorders.
G Dalai, S Komandur, FS Volden - CHIRA, 2018 - scitepress.org
In this project we designed a computerized diagnostic test procedure to measure gaze
parameters known to be related to early symptoms of Autism Spectrum Disorders …
parameters known to be related to early symptoms of Autism Spectrum Disorders …
Investigating the Need for Calibration to Track Eye Movements: A Feasibility Study
Automated eye tracking technology could enhance diagnosis and treatment for many
neurological diseases, including posterior circulation stroke. Much of the current literature …
neurological diseases, including posterior circulation stroke. Much of the current literature …