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Laser Surgery

Latest AI and machine learning research in laser surgery for healthcare professionals.

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Vision-Language Models vs Autonomous AI Agents for Anterior Capsular Radial Folds: A Diagnostic Study

ImportanceVision-language models (VLMs) enable generalist multimodal reasoning, but their ability to resolve brief, low-contrast cues in surgical video without task-specific training is uncertain. Autonomous artificial intelligence (AI) agents offer an alternative paradigm by autonomously generating supervised classifiers tailored to specific visual tasks. ObjectiveTo benchmark the performance of...

Translating the machine; An assessment of clinician understanding of ophthalmological artificial intelligence outputs.

INTRODUCTION: Advances in artificial intelligence offer the promise of automated analysis of optical coherence tomography (OCT) scans to detect ocular complications from anticancer drug therapy. To explore how such AI outputs are interpreted in clinical settings, we conducted a survey-based interview study with 27 clinicians -comprising 10 ophthalmic specialists, 10 ophthalmic practitioners, and 7...

Sep 1 2025 40349525
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport

Multimodal ophthalmic imaging-based diagnosis integrates color fundus image with optical coherence tomography (OCT) to provide a comprehensive view ...

Self-supervised learning for low-dose CT image denoising method based on guided image filtering.

low-dose computed tomography (LDCT) images suffer from severe noise due to reduced radiation exposure. Most existing deep learning-based denoising met...

Jul 3 2025 40562063
Evaluating Large Language Models for Multimodal Simulated Ophthalmic Decision-Making in Diabetic Retinopathy and Glaucoma Screening

Large language models (LLMs) can simulate clinical reasoning based on natural language prompts, but their utility in ophthalmology is largely unexpl...

Stable Tracking of Eye Gaze Direction During Ophthalmic Surgery

Ophthalmic surgical robots offer superior stability and precision by reducing the natural hand tremors of human surgeons, enabling delicate operatio...

Not All Attention Heads Are What You Need: Refining CLIP's Image Representation with Attention Ablation

This paper studies the role of attention heads in CLIP's image encoder. While CLIP has exhibited robust performance across diverse applications, we ...

VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation

As the appearance of medical images is influenced by multiple underlying factors, generative models require rich attribute information beyond labels...

Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition

Online surgical phase recognition has drawn great attention most recently due to its potential downstream applications closely related to human life...

InsertRank: LLMs can reason over BM25 scores to Improve Listwise Reranking

Large Language Models (LLMs) have demonstrated significant strides across various information retrieval tasks, particularly as rerankers, owing to t...

MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis

Artificial intelligence (AI) has become a fundamental tool for assisting clinicians in analyzing ophthalmic images, such as optical coherence tomogr...

WetCat: Automating Skill Assessment in Wetlab Cataract Surgery Videos

To meet the growing demand for systematic surgical training, wetlab environments have become indispensable platforms for hands-on practice in ophtha...

APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs

Optical Coherence Tomography (OCT) provides high-resolution, 3D, and non-invasive visualization of retinal layers in vivo, serving as a critical too...

DermaCon-IN: A Multi-concept Annotated Dermatological Image Dataset of Indian Skin Disorders for Clinical AI Research

Artificial intelligence is poised to augment dermatological care by enabling scalable image-based diagnostics. Yet, the development of robust and eq...

Underwater 3D measurement based on improved YOLOv8n and laser scanning imaging device.

The wide range of optical planes in underwater laser imaging results in the presence of a large number of noisy light bars in the background region. S...

Jun 1 2025 40471019
Full duty cycle laser ablation plasma spectrometry (LAPS) combining a hollow-core toroidal coil with artificial intelligence classification.

The use of a hollow-core toroidal coil (HTC) as an induction detector allows for the analysis of ions in an expanding plasma released through laser ab...

Jun 1 2025 40476855
Editorial: New Target for Skin Cancer.

Skin cancer encompasses a diverse spectrum of malignancies with increasing global incidence and persistent clinical challenges. Despite advances in th...

Jun 1 2025 40524423
Eye-Tracking Algorithm for Early Glaucoma Detection: Analysis of Saccadic Eye Movements in Primary Open-Angle Glaucoma.

Glaucoma remains a leading cause of irreversible blindness worldwide, with early detection crucial for preventing vision loss. This study developed an...

Jun 1 2025 40417430
Advancing Acoustic Droplet Vaporization for Tissue Characterization Using Quantitative Ultrasound and Transfer Learning.

Acoustic droplet vaporization (ADV) is an emerging technique with expanding applications in biomedical ultrasound. ADV-generated bubbles can function ...

Jun 1 2025 40031047
EffiViT: Hybrid CNN-Transformer for Retinal Imaging.

The human eye is a vital sensory organ that is crucial for visual perception. The retina is the main component of the eye and is responsible for visua...

Jun 1 2025 40249994
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