News

Ophthalmology Advisor
ophthalmologyadvisor. com > news > large-language-models-perform-poorly-for-differential-diagnosis

Large Language Models Perform Poorly for Differential Diagnosis

10+ hour, 54+ min ago  (301+ words) Ophthalmology Advisor Health Day News " Large language models (LLMs) achieve high accuracy on final diagnosis but have poorer performance for generating differential diagnoses, according to a study published online April 13 in JAMA Network Open. Arya S. Rao, from Harvard Medical School…...

Ophthalmology Advisor
ophthalmologyadvisor. com > reports > artificial-intelligence-migs-glaucoma-surgery-algorithm

AI Tool May Aid in Selecting Optimal MIGS Procedure Based on Preoperative Factors

6+ day, 20+ hour ago  (207+ words) They then conducted a multiple linear regression analysis to determine which baseline variables had an effect on outcomes." For patients who underwent gonioscopy-assisted transluminal trabeculotomy (n=19), the same analysis yielded an R squared of 0. 986, and none of the baseline variables…...

Ophthalmology Advisor
ophthalmologyadvisor. com > reports > ai-model-detects-cataracts-slit-lamp-images

AI Model Detects Cataracts From Slit Lamp Images With High Accuracy

1+ week, 3+ day ago  (283+ words) Ophthalmology Advisor A masked autoencoder (MAE) with a Vision Transformer (Vi T)-based artificial intelligence model demonstrates high accuracy and strong agreement with expert grading, supporting its potential as a scalable screening tool for cataract detection, according to study results presented…...

Ophthalmology Advisor
ophthalmologyadvisor. com > news > retinal-detachment-diagnosis-strong-using-deep-learning-powered-fundus-images

Retinal Detachment Diagnosis Strong Using Deep Learning-Powered Fundus Images

2+ mon, 1+ week ago  (309+ words) Deep learning (DL) models applied to ultra-widefield (UWF) fundus imaging has high accuracy for identifying retinal detachment (RD) " potentially offering a system that can assist with diagnosis by flagging urgent RD in settings such as hospitals, high-volume clinics, and community-based screening…...

Ophthalmology Advisor
ophthalmologyadvisor. com > reports > ai-powered-chart-review-can-improve-large-patient-analysis-in-clinical-trials

AI-Powered Chart Review Can Improve Large Patient Analysis in Clinical Trials

5+ mon, 3+ week ago  (274+ words) To test the tool's capabilities, the team applied Ophtho ACR to 5834 documents from 91 patients who had undergone secondary intraocular lens (IOL) surgeries at the Columbia University Irving Medical Center (CUIMC) between 2020 and 2024." The AI extracted 16 key clinical variables from each…...