Ophthalmology

Latest AI and machine learning research in ophthalmology for healthcare professionals.

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Isolating Eye-Movement Artifacts from EEG Signals.

The electroencephalogram (EEG) provides a direct measure of brain electrical activity but is typically contaminated by artifacts, most notably those arising from eye movements. Such artifacts are often removed using blind source separation techniques such as independent component analysis (ICA). However, it remains challenging to determine whether subtracting eye-movement-related components identi...

May 23 2026 42175605

LUCID: An AI-Powered System for Real-Time Laparoscopic Lens Cleanliness Classification.

BackgroundIn minimally invasive surgery (MIS), maintaining consistent optical clarity is essential for surgical safety and efficiency. However, lens contamination events (LCEs) such as fogging and debris accumulation continue to disrupt visualization, requiring frequent camera removal and cleaning that prolongs operative time and is linked to surgical injuries.ObjectiveDetermine performance of an ...

May 23 2026 42175973
Pharmacology through the lens of bibliometrics: global trends, research hotspots, and collaborations (2015-2026).

The current study conducts extensive bibliometric analysis of pharmacology bibliometric publications worldwide during 2015-April 15, 2026. The objecti...

May 23 2026 42176042
Integrated deep learning model for multi-label retinal disease diagnosis.

The multi-label retinal disease classification is a difficult one since fundus images might comprise many co-occurring abnormalities, extreme in relat...

May 23 2026 42177338
Automated measurement of the minimum macular hole diameter based on optical coherence tomography images.

BACKGROUND: Accurate measurement of minimum macular hole (MH) diameter is essential for diagnosis and treatment. The manual measurement approach by op...

May 23 2026 42177481
Cataract-LMM Large-Scale Multi-Source Multi-Task Benchmark for Deep Learning in Surgical Video Analysis.

Computer-assisted surgery research requires large, deeply annotated video datasets that capture clinical and technical variability. Existing cataract ...

May 23 2026 42173959
Applications of human-machine collaborative decision-making: A review of research with recent developments.

This study comprehensively reviews human-machine collaborative decision-making (HMCD) methods and applications across management science, the military...

May 22 2026 42231950
A Two-Stage Questionnaire and Actigraphy Screening for iRBD in a Multicenter Retrospective Cohort.

OBJECTIVE: Isolated rapid-eye-movement sleep behavior disorder is a prodromal marker of synucleinopathies. However, most cases remain undiagnosed due ...

May 22 2026 42174686
Vision-language models as an integrative layer for clinical artificial intelligence in radiology: A systems-level perspective.

Clinical adoption of artificial intelligence (AI) in radiology has matured through task-specific tools for detection, segmentation, triage, and quanti...

May 22 2026 42176405
Disorganization of inner retinal layers and disruption of outer retinal layers as predictors of anti-vascular endothelial growth factor treatment outcomes in diabetic macular edema: A scoping review.

We systematically map the evidence on optical coherence tomography (OCT) biomarkers-mainly disorganization of the retinal inner layers (DRIL), disrupt...

May 22 2026 42176958
Diagnostic Performance of an Artificial Intelligence Model for Retinal Abnormalities in Primary Health Care: A Real-World Teleophthalmology Study.

INTRODUCTION: Timely access to ophthalmological care is a challenge in primary health care (PHC). Teleophthalmology and artificial intelligence (AI) a...

May 22 2026 42170796
AI-driven multimodal retinal imaging for early detection and risk stratification of vascular and neurodegenerative diseases.

Systemic vascular and neurodegenerative disorders are important causes of disability and death worldwide, mainly because of the late stage of diagnosi...

May 22 2026 42171726
Advances in Technology-Assisted Visual Rehabilitation Therapies: Scoping Review.

Visual impairment (VI) is a growing condition associated with aging, neurological diseases, and chronic eye conditions. In 2023, more than 2.2 billion...

May 22 2026 42171867
RetCond: A Conditional Diffusion Model for Self-Explanatory Multi-Class Fundus Image Classification.

Vision impairment remains a major global health challenge, and early diagnosis of retinal diseases is essential to prevent avoidable vision loss. Colo...

May 22 2026 42171897
A Variational Mean-Field Control Framework for Graph Representation Learning.

Feature representation learning in graph neural networks (GNNs) is a dynamic process driven by progressive information exchange throughout the graph. ...

May 22 2026 42172167
A multimodal ocular aging index reveals proteomic pathways and predicts incident age-related eye diseases.

Chronological age incompletely captures heterogeneity in biological aging. In this prospective study of 45,819 UK Biobank participants, we developed a...

May 22 2026 42173886
Automated orbital wall fracture detection and severity classification of ocular injuries using deep learning.

Orbital fractures are frequently encountered in maxillofacial trauma and can be associated with severe globe injuries (SGI). Accurate and timely diagn...

May 22 2026 42174042
Assessing the generalisability of foundation models to ultra-wide field retinal imaging for diabetic retinopathy screening in Denmark and Greenland.

BACKGROUND: Foundation models have shown promising performance in ophthalmology image analysis, but their ability to generalize to unseen imaging type...

May 21 2026 42184619
Diabetic retinal disease cure accelerator: Modernizing staging and endpoints.

The "Diabetic Retinal Disease (DRD) Cure Accelerator," a joint initiative by the Mary Tyler Moore Vision Initiative and the Collaborative Community on...

May 21 2026 42173402
Measuring the Acceptance of Humanoid Robots in Adult Day Care Facilities.

INTRODUCTION: Socially assistive humanoid robots have emerged as promising tools for enhancing mood, engagement, and social connection in clinical and...

May 21 2026 42175380
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