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Freedom to Ride, Responsibility to Insure: Florida’s Motorcycle Trauma Coverage Gap When Private Risk Produces Publicly Financed Rescue
3+ week, 2+ day ago (154+ words) Florida’s motorcycle insurance framework can separate individual risk-taking from the financing of catastrophic trauma care. When meaningful first-party medical coverage is absent or inadequate, unreimbursed costs may be shifted to hospitals, physicians, public programs, insured families, and taxpayers. This editorial…...
A Medical Large Language Model-Based System Improves History-Taking Performance Among Medical Students
3+ week, 6+ day ago (258+ words) Introduction: To develop a history-taking training and assessment system based on a medical large language model (MedLLM), evaluate its effect on medical students' history-taking competence, and examine its feasibility and effectiveness as a supplement to conventional interview teaching. Methods: An…...
Clinical Applications, Opportunities, and Implementation Challenges of AI in Emergency Medicine: A Narrative Review
4+ week, 1+ day ago (257+ words) EDs operate in high-acuity, time-sensitive, and resource-constrained environments where crowding, diagnostic uncertainty, boarding, variable patient acuity, and increasing documentation demands place substantial pressure on clinicians and health systems. AI, including machine learning, deep learning, natural language processing, computer vision, predictive…...
Readiness of Dental Professionals to Adopt Artificial Intelligence for Cone-Beam Computed Tomography Interpretation: A Cross-Sectional Survey
2+ week, 4+ day ago (27+ words) Cureus Download Cureus Media Kit Public user content licensed CC-BY 4.0...
Objective Assessment of Ideomotor Limb Apraxia Using Markerless Computer Vision and Machine Learning: A Proposed Framework and Validation Design
3+ week, 5+ day ago (323+ words) Ideomotor limb apraxia is a higher-order disorder of learned, skilled movement that cannot be adequately explained by elementary weakness, sensory loss, ataxia, extrapyramidal dysfunction, impaired comprehension, or lack of cooperation. It is common after left hemisphere stroke and occurs in…...
Artificial Intelligence in Predicting Systemic Complications From Retinal Findings: A New Frontier in Precision Medicine
4+ week, 1+ day ago (236+ words) Innovations in retinal imaging technologies and growing evidence from retinal imaging of systemic and neurodegenerative diseases have begun to explore the utility of retinal imaging in diagnosing these conditions. Since the retina shares embryological origins with the central nervous system…...
AI Caretaker: An Intelligent Voice-Activated Support System for Dementia Care
2+ week, 5+ day ago (368+ words) Introduction Dementia care frequently requires continuous supervision, a demand that becomes difficult to meet when caregivers must balance outside responsibilities, particularly in home-based care, where unsupervised periods expose dementia patients to wandering, missed medication, loneliness, and a multitude of injuries....
Iterative Development of an AI-Assisted Data Extraction Tool for Literature Synthesis in Oncology
3+ week, 1+ day ago (302+ words) As oncology research continues to advance, the synthesis of clinical trial evidence is becoming more demanding for healthcare professionals, yet it remains critical for improving the provision of care. While sometimes inconsistent, large language models (LLMs) have emerged as a…...
Gaming in Medical Education: Promise, Pitfalls, and Practice
3+ week, 5+ day ago (205+ words) Gaming and gamification have progressively evolved as innovative educational strategies that are increasingly integrated into medical education across the continuum, from pre-clerkship and clinical training to residency and continuing professional development. Advances in educational technologies such as quiz-based platforms, virtual…...
Code-Free Classification of Pediatric Pneumonia on Chest Radiographs Using Google Cloud Vertex AI AutoML: A Proof-of-Concept Internal Validation Study
3+ week, 1+ day ago (272+ words) Pneumonia is a clinically significant respiratory infection for which timely and accurate diagnosis is essential. Chest radiography is commonly used in the evaluation of suspected pneumonia; however, radiographic interpretation may be affected by reader experience, workload, image quality, and interobserver…...