AI – Medxy AI

急诊初级保健中的对话式AI评估：Articulate Medical Intelligence Explorer的前瞻性可行性研究

Evaluating Conversational AI in Urgent Primary Care: A Prospective Feasibility Study of the Articulate Medical Intelligence Explorer

By MedXY 10/18/2026

This study assesses the safety, quality, and user acceptance of a conversational AI system aiding urgent primary care by engaging patients before appointments, demonstrating promising feasibility for clinical integration.

AI General Surgery news

Navigating the Landscape of FDA-Approved Surgical AI Devices: Innovation, Evidence, and Regulatory Challenges

By MedXY 10/16/2026

This article analyzes FDA-approved surgical AI devices, highlighting trends in technology, evidence quality, regulatory pathways, and implications for clinical adoption.

AI news Pathology & Lab Medicine

Harnessing Deep Learning for Accurate Differentiation of Fibro-Osseous Jaw Lesions

By MedXY 10/16/2026

A novel deep learning model significantly improves diagnostic accuracy in distinguishing fibro-osseous jaw lesions (FD, COF, COD) from histology images, outperforming expert pathologists and offering a promising diagnostic support tool.

AI Clinical Updates Internal Medicine news

The Role of Medical Interpreters in Enhancing Resilience and the Challenges for Artificial Intelligence Integration

By MedXY 10/15/2026

This review synthesizes evidence on medical interpreters' critical roles in supporting resilience for non-English language preference patients during ambulatory diagnostic care, highlighting gaps and implications for AI interpretation tools.

AI news Otorhinolaryngology Pediatrics

AI-Assisted Video Monitoring Revolutionizes Care for Tracheostomy-Dependent Infants: A Proof-of-Concept Evaluation

By MedXY 10/14/2026

This study demonstrates promising accuracy of a patient-personalized AI system in detecting tracheostomy tube status and infant distress via video monitoring, highlighting potential for enhanced, continuous surveillance in high-risk infants requiring tracheostomy care.

AI General Surgery news

AI-Driven 3D Liver Modeling Enhances Prediction of Liver Resection Complexity from Preoperative CT Scans

By MedXY 10/07/2026

An AI-based automatic 3D virtual liver modeling tool accurately predicts intraoperative liver resection complexity (LRC) from preoperative CT scans, outperforming surgeons' assessments and potentially improving surgical planning and patient care.

AI news OB/GYN & Women's Health

Clinical AI Competence in Obstetrics and Gynecology: Balancing Innovation with Patient Safety and Accountability

By MedXY 10/06/2026

The integration of artificial intelligence in obstetrics and gynecology necessitates clinical competence to ensure patient safety, verify outputs, and maintain physician accountability. Structured training and evaluation are essential for responsible AI use in clinical practice.

AI Diabetes & Endocrinology news

Harnessing No-Code AI for Thyroid Nodule Ultrasound Malignancy Classification: A Leap Toward Accessible and Reproducible Medical AI

By MedXY 10/04/2026

A no-code, agentic AI workflow successfully developed and externally validated a calibrated thyroid nodule malignancy classifier, demonstrating strong diagnostic performance across multiple cancer histologies and enhancing accessibility in clinical AI deployment.

AI Internal Medicine news

Enhancing Hospital Discharge Prediction with Optimized Large Language Models: A Retrospective Cohort Study

By MedXY 10/01/2026

This study evaluates large language model (LLM) performance for predicting same-day hospital discharge, identifies primary error sources, and demonstrates that automated prompt optimization significantly improves predictive accuracy.

AI news Plastic Surgery

AI Detects Digital Manipulation in Online Rhinoplasty Photos: A New Frontier for Surgical Transparency

By MedXY 09/27/2026

This study reveals that nearly 20% of online rhinoplasty photos on a major platform are digitally manipulated, using an AI model with high accuracy, highlighting the need for authenticity checks in aesthetic surgery imaging.

AI Critical Care news

Evaluating ChatGPT-4o in Critical Care Board Review: High Accuracy but Risky Multimodal Interpretations

By MedXY 09/27/2026

ChatGPT-4o achieves high accuracy on critical care board questions but shows notable limitations in image interpretation and reasoning, posing potential clinical risks.

AI Clinical Updates news Public Health

Understanding Key Stakeholders’ Perspectives Towards Artificial Intelligence in Home Care Work: An Evidence-Based Review

By MedXY 09/26/2026

This review synthesizes perspectives from key stakeholders on AI integration in home care, highlighting benefits, risks, and governance challenges to inform equitable, sustainable AI adoption.

AI news Otorhinolaryngology

Advancing Laryngeal Examination: Real-Time Functional Behavior Classification via Vocal Fold Kinematics

By MedXY 09/24/2026

A novel real-time model accurately classifies functional laryngeal behaviors from videolaryngoscopy data, enhancing clinical assessment and automation potential for voice disorder diagnostics.

AI General Surgery news

Advancing Surgical Quality Assessment in Distal Gastrectomy: Automated Evaluation of the Critical View of Quality Using Computer Vision

By MedXY 09/23/2026

This study validates the Critical View of Quality (CVQ) as an intraoperative metric of lymphadenectomy quality in distal gastrectomy and presents a novel computer vision model for its automated video-based assessment, enhancing objective surgical performance evaluation.

AI Internal Medicine news

Ethics and Professionalism in AI and Medical Practice: Key Guidance from the American College of Physicians (2026 Position Paper)

By MedXY 09/20/2026

The ACP's 2026 position paper offers clinician-focused ethical guidance for AI use in medicine, emphasizing relationality, self-governance, and competence to safeguard patient welfare, equity, transparency, and clinical judgment.

AI Cardiology news

Impact of an AI-Powered Gamified Mobile Health Application on Blood Pressure Control in a Matched Patient Cohort

By MedXY 09/16/2026

Study found that use of an AI-driven gamified mobile app integrating home blood pressure monitoring significantly improved blood pressure control compared to usual care in hypertensive patients.

AI news Otorhinolaryngology

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.