Advance machine learning methods for dyslexia biomarker detection: A review of implementation details and challenges
Dyslexia is a neurological disorder that is characterized by imprecise comprehension of
words and generally poor reading performance. It affects a significant population of school …
words and generally poor reading performance. It affects a significant population of school …
Deep learning applications for dyslexia prediction
ND Alqahtani, B Alzahrani, MS Ramzan - Applied Sciences, 2023 - mdpi.com
Dyslexia is a neurological problem that leads to obstacles and difficulties in the learning
process, especially in reading. Generally, people with dyslexia suffer from weak reading …
process, especially in reading. Generally, people with dyslexia suffer from weak reading …
[HTML][HTML] Integrating oversampling and ensemble-based machine learning techniques for an imbalanced dataset in dyslexia screening tests
S Kaisar, A Chowdhury - ICT Express, 2022 - Elsevier
Developmental Dyslexia is a learning disorder often discovered in school-aged children
who face difficulties while reading or spelling words even though they may have average or …
who face difficulties while reading or spelling words even though they may have average or …
Performance evaluation of svm with non-linear kernels for eeg-based dyslexia detection
SK Parmar, OA Ramwala… - 2021 IEEE 9th Region …, 2021 - ieeexplore.ieee.org
Dyslexia is a neurodevelopmental disorder that involves difficulty in interpreting, reading,
and writing but does not necessarily affect intelligence. Several behavioral symptoms have …
and writing but does not necessarily affect intelligence. Several behavioral symptoms have …
[PDF][PDF] Application of machine learning techniques for improving learning disabilities
TS Poornappriya, R Gopinath - International Journal of Electrical …, 2020 - researchgate.net
Learning disorders such as dysgraphia, dyslexia, dyspraxia, and others obstruct academic
progress while also having long-term implications that extend beyond academic time. It is …
progress while also having long-term implications that extend beyond academic time. It is …
Identifying chinese children with dyslexia using machine learning with character dictation
S Man Kit Lee, HW Liu, SX Tong - Scientific Studies of Reading, 2023 - Taylor & Francis
Purpose Dyslexia is characterized by its diverse causes and heterogeneous manifestations.
Chinese children with dyslexia exhibit orthographic, phonological, and semantic deficits …
Chinese children with dyslexia exhibit orthographic, phonological, and semantic deficits …
Novel ensemble model recommendation approach for the detection of dyslexia
AS AlGhamdi - Children, 2022 - mdpi.com
There are a large number of neurological disorders being explored regarding possible
management and treatment, with dyslexia being one of the disorders that affect children at …
management and treatment, with dyslexia being one of the disorders that affect children at …
Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models
Eye movements are known to reflect cognitive processes in reading, and psychological
reading research has shown that eye gaze patterns differ between readers with and without …
reading research has shown that eye gaze patterns differ between readers with and without …
Biomarker-based approaches for dyslexia screening: A review
MM Janković - 2022 IEEE Zooming Innovation in Consumer …, 2022 - ieeexplore.ieee.org
Early diagnosis of dyslexia, known as word-blindness, could affect the academic, social, and
emotional well-being of individuals. Traditional dyslexia diagnostic approaches are based …
emotional well-being of individuals. Traditional dyslexia diagnostic approaches are based …
CNN comparisons models on dyslexia handwriting classification
Dyslexia is developed by neurobiological in origin which is categorized as learning disorder
that affect the ability to read, spell, write and speak. The most common dyslexia symptom …
that affect the ability to read, spell, write and speak. The most common dyslexia symptom …