Eye gaze estimation: A survey on deep learning-based approaches

P Pathirana, S Senarath, D Meedeniya… - Expert Systems with …, 2022 - Elsevier
Human gaze estimation plays a major role in many applications in human–computer
interaction and computer vision by identifying the users' point-of-interest. Revolutionary …

[图书][B] Deep learning: A beginners' guide

D Meedeniya - 2023 - books.google.com
This book focuses on deep learning (DL), which is an important aspect of data science, that
includes predictive modeling. DL applications are widely used in domains such as finance …

Glaucoma detection with retinal fundus images using segmentation and classification

T Shyamalee, D Meedeniya - Machine Intelligence Research, 2022 - Springer
Glaucoma is a prevalent cause of blindness worldwide. If not treated promptly, it can cause
vision and quality of life to deteriorate. According to statistics, glaucoma affects …

ADHD classification using auto-encoding neural network and binary hypothesis testing

Y Tang, J Sun, C Wang, Y Zhong, A Jiang, G Liu… - Artificial Intelligence in …, 2022 - Elsevier
Abstract Attention Deficit Hyperactivity Disorder (ADHD) is a highly prevalent
neurodevelopmental disease of school-age children. Early diagnosis is crucial for ADHD …

[HTML][HTML] A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services

K Koochakpour, Ø Nytrø, BL Leventhal… - International Journal of …, 2024 - Elsevier
Objective Clinical data analysis relies on effective methods and appropriate data.
Recognizing distinctive clinical services and service functions may lead to improved …

Machine and deep learning algorithms for adhd detection: a review

J Hernández-Capistran, LN Sánchez-Morales… - Innovations in Machine …, 2023 - Springer
Abstract Attention Deficit Hyperactivity Disorder (ADHD) is a neuro-developmental disorder
common in childhood. In 2017, a report from the WHO (World Health Organization) indicated …

Chest radiographs classification using multi-model deep learning: A comparative study

C Fernando, S Kolonne… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Respiratory diseases have been a main reason for death in many countries worldwide. This
study considers Pneumonia which is a common lung infection condition and COVID-19 …

CNN based fundus images classification for glaucoma identification

T Shyamalee, D Meedeniya - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Glaucoma is a fatal, worldwide disease that can cause blindness after cataracts for people
over 40-60 years. Statistics on glaucoma have shown that around 65 million people …

Attention-guided and fine-grained feature extraction from face images for gaze estimation

C Wu, H Hu, K Lin, Q Wang, T Liu, G Chen - Engineering Applications of …, 2023 - Elsevier
Research on appearance gaze estimation based on deep learning has achieved
considerable results. However, a lack of information in the extracted local blocks reduces the …

MobileNetV2 based chest X-rays classification

S Kolonne, C Fernando… - … on Decision Aid …, 2021 - ieeexplore.ieee.org
Diseases in the respiratory system affect many people worldwide and can lead to life-
threatening conditions. Pneumonia is an acute infection of the lungs and Coronavirus is a …