AI – Medxy AI

Evaluating Realism in Synthetic Videostroboscopic Laryngeal Images Generated by StyleGAN3

By MedXY 09/02/2026

This study assesses the perceptual realism of synthetic laryngeal images created using StyleGAN3, revealing high ambiguity between real and synthetic frames and highlighting efficient training durations for realistic image generation.

AI news OB/GYN & Women’s Health

Harnessing Artificial Intelligence for Early Detection of Ovarian Cancer: Development and Validation of a Predictive Risk Model

By MedXY 08/31/2026

A novel AI-driven risk prediction model for ovarian cancer demonstrates high accuracy and potential to improve early detection in screening settings.

AI Cardiology news

Revolutionizing Aortic Stenosis Screening: AI-Enabled Focused Cardiac Ultrasound with Novice Operators

By MedXY 08/30/2026

A novel deep learning algorithm accurately detects moderate or greater aortic stenosis using AI-guided focused cardiac ultrasound acquired by novice operators, presenting a scalable solution to expand screening accessibility.

AI General Surgery news

Harnessing Deep Learning for Early Detection of Incisional Surgical Site Infections Through Wound Image Analysis

By MedXY 08/28/2026

A validated deep learning model accurately detects surgical site infections from wound images, offering a promising telemedicine tool for early postoperative monitoring and timely clinical intervention.

AI news Ophthalmology

AI Writing Vocabulary in Ophthalmology: Faster Non-Native Adoption, Unchanged Outcomes

By MedXY 08/25/2026

This study examines the increased use of AI-associated writing vocabulary in ophthalmology articles, revealing faster adoption by non-native English authors without changes in publication frequency or journal quality.

AI news Otorhinolaryngology

Binary to Personalized: Enhancing Cochlear Implant Candidate Screening with Machine Learning Probability Scores

By MedXY 08/23/2026

This study introduces a validated machine learning tool providing personalized probability scores to improve cochlear implant candidacy screening, surpassing traditional rules by enabling tailored patient counseling and identifying borderline cases.

AI Cardiology news

AI-ECG for Detecting Structural Heart Disease in the Community: Evaluating Real-World Applicability in the PREVUE-VALVE Study

By MedXY 08/21/2026

The PREVUE-VALVE Study demonstrates that AI-ECG models developed in hospital settings show reduced diagnostic accuracy when applied to community populations with lower disease prevalence and milder structural heart disease, underscoring the need for context-specific evaluation.

AI news Otorhinolaryngology

Artificial Intelligence Enhances Risk Prediction for Postoperative Complications After Tongue Cancer Surgery

By MedXY 08/18/2026

Machine learning models can effectively predict major 30-day complications following glossectomy for tongue cancer, improving individualized risk assessment over traditional methods.

AI Neurology news

Early Prediction of Upper-Limb Recovery Poststroke Using Machine Learning: A Clinically Feasible Approach

By MedXY 08/18/2026

A machine learning model using simple clinical tests within 72 hours poststroke accurately predicts 6-month upper-limb motor outcomes, aiding rehabilitation planning.

AI Critical Care news

Revolutionizing Oxygen Therapy: Autonomous Titration Enhances Normoxemia in Acutely Ill Adults

By MedXY 08/16/2026

The SAVE-O2 AI trial demonstrates autonomous oxygen titration significantly improves normoxemia maintenance and reduces hypoxemia duration compared to manual methods in hospitalized acutely ill adults.

AI Diabetes & Endocrinology news Ophthalmology

Comparative Performance of Four AI Systems for Detecting Referable Diabetic Retinopathy in Tanzania: A Real-World Evaluation

By MedXY 08/12/2026

This study evaluates four commercially available AI systems for diabetic retinopathy screening in Tanzania, demonstrating high sensitivity for referable and proliferative DR and highlighting considerations for implementation in low-resource settings.

AI Cardiology news

AI-Enabled ECG as a New Surveillance Tool for Left Ventricular Dysfunction in Hypertrophic Cardiomyopathy on Mavacamten

By MedXY 08/12/2026

This study explores the potential of an AI-powered ECG tool to monitor left ventricular systolic dysfunction in hypertrophic cardiomyopathy patients treated with mavacamten, offering a less burdensome alternative to frequent echocardiograms.

AI Emergency Medicine news Pediatrics

Harnessing AI for Pediatric Emergency Care: ChatGPT-Driven Early Medical History Retrieval Pilot Study

By MedXY 08/05/2026

A pilot study demonstrates that ChatGPT-4 can feasibly collect accurate and satisfactory medical histories from pediatric emergency patients, streamlining triage and reducing documentation burden.

AI news Plastic Surgery

AMBUSH-AI: Advancing Burn Depth Diagnosis with Artificial Intelligence and Ultrasound Imaging

By MedXY 08/04/2026

This article explores AMBUSH-AI, a novel AI-driven system utilizing ultrasound modalities to accurately predict burn wound depth, improving diagnostic accuracy beyond current clinical standards and potentially guiding optimal surgical decisions in burn care.

AI Cardiology news

Revolutionizing Myocardial Scar Detection: AI-Powered Contrast-Free MRI via Virtual Native Enhancement

By MedXY 07/18/2026

A prospective multicenter study demonstrates that AI-driven virtual native enhancement (VNE) MRI can accurately detect and quantify myocardial scars without contrast agents, potentially reducing the need for gadolinium-based imaging in clinical cardiology.

AI news Plastic Surgery

Harnessing Machine Learning to Predict Patient-Reported Outcomes After Breast Reconstruction: A Step Forward in Personalized Surgical Care

By MedXY 07/16/2026

Recent research demonstrates that machine learning algorithms can accurately predict patient-reported outcomes one year after breast reconstruction, potentially enhancing shared decision-making and individualized care planning.

AI news Ophthalmology

Artificial Intelligence Smart Eyeglasses for the Detection and Description of Stationary Objects: A Pilot Feasibility Study

By MedXY 07/15/2026

A pilot study evaluating Ray-Ban Meta AI eyeglasses demonstrated high accuracy in single object identification and moderate performance in descriptive tasks, suggesting promise for aiding individuals with low vision.

AI news Ophthalmology

A Consensus Reference Standard for AI Screening of Age-Related Macular Degeneration: What Clinicians and Developers Need to Know

By MedXY 07/15/2026

A 2026 expert consensus defines an image-based reference standard to validate AI screening algorithms for age-related macular degeneration (AMD), endorsing Beckman grading and routine OCT use while clarifying referral thresholds and areas of uncertainty.

AI Hematology-Oncology news

MAIPI: A Novel AI-Powered Prognostic Index for Mantle Cell Lymphoma Using Routine Histology

By MedXY 07/12/2026

The MAIPI deep learning model offers a novel, accurate prognosis tool for mantle cell lymphoma, using standard H&E stained biopsy images, bypassing need for molecular tests or expert pathology, and enhancing risk stratification for individualized therapy.

AI Critical Care news

Revolutionizing Mechanical Ventilation: AI-Driven Real-Time Monitoring of Inspiratory Effort and Patient-Ventilator Synchrony

By MedXY 07/09/2026

A novel artificial intelligence algorithm enables continuous, noninvasive monitoring of inspiratory muscle effort and patient-ventilator dyssynchrony during mechanical ventilation, demonstrating accuracy comparable to invasive gold standards and intermittent occlusion techniques.