AI-based Advanced approaches and dry eye disease detection based on multi-source evidence: Cases, applications, issues, and future directions
This study explores the potential of Artificial Intelligence (AI) in early screening and
prognosis of Dry Eye Disease (DED), aiming to enhance the accuracy of therapeutic …
prognosis of Dry Eye Disease (DED), aiming to enhance the accuracy of therapeutic …
Advancements in Demodex mite detection: a comparative analysis of YOLOv5 and YOLOv8 utilizing microscopic examination images
This study conducts a rigorous comparative assessment of YOLOv5 and YOLOv8 for the
detection of Demodex mites in microscopic examination images, leveraging crucial metrics …
detection of Demodex mites in microscopic examination images, leveraging crucial metrics …
A Comparison of YOLOv8 and DEtection TRansformer in the Context of Tear Meniscus Height Calculation Based on Ocular Surface Videos
This study is the first investigation related to the application of advanced object detection
algorithms, specifically You Only Look Once version 8 (YOLOv8) and DEtection …
algorithms, specifically You Only Look Once version 8 (YOLOv8) and DEtection …
Exploring Meibomian Gland Dysfunction Grading: A Comparison of Machine Learning and XAI Approaches
This research investigates the effectiveness of employing a machine learning methodology
and an Explainable Artificial Intelligence (XAI) tool for the assessment of Meibomian Gland …
and an Explainable Artificial Intelligence (XAI) tool for the assessment of Meibomian Gland …
A Comparative Analysis of Image-Based Classification and Object Detection for the Ocular Redness Grading
This study presents a comprehensive exploration into ocular red-eye grading, employing
ResNet-based image classification and YOLOv8-based object detection methodologies. The …
ResNet-based image classification and YOLOv8-based object detection methodologies. The …
Optimizing dry eye disease diagnosis: integrating deep learning insights from OSDI questionnaires and ocular blinking videos
This study introduces a novel and comprehensive diagnostic approach for Dry Eye Disease
(DED) by combining a dedicated Ocular Surface Disease Index (OSDI) questionnaire and a …
(DED) by combining a dedicated Ocular Surface Disease Index (OSDI) questionnaire and a …
Enhancing Public Healthcare with IoT and AI: A Comprehensive Study on Improving Dry Eye Disease Diagnosis
The rapid evolution of the Internet of Things (IoT) and Artificial Intelligence (AI) technologies
has opened new horizons in public healthcare. However, maximizing their potential requires …
has opened new horizons in public healthcare. However, maximizing their potential requires …