Latest AI and machine learning research in medical education for healthcare professionals.
BACKGROUND: Magnetic resonance imaging (MRI) of breast tissue is often used to definitively diagnose breast cancer due to its high soft-tissue contrast. However, its high cost and limited accessibility make it unsuitable for real-time screening, unlike ultrasound. Machine learning models that synthesize MRI from ultrasound could enable low-cost screening and triage by providing MRI-like tissue cha...
Efficient and high-precision flood simulation is a critical technology for supporting urban flood risk management and emergency response. To address t...
Leveraging a solid foundation in engineering education, we have built a bioengineering talent development system tailored to intelligent biomanufactur...
As the educational landscape changes with the widespread use of generative artificial intelligence (AI), we have made the deliberate choice to adapt w...
BACKGROUND: Conversational artificial intelligence (AI) systems offer potential solutions to traditional constraints in medical consultation skills tr...
Pharmacovigilance in Latin America has witnessed notable progress in recent years, marked by advancements in regulatory frameworks, regional cooperati...
Edge detection constitutes a fundamental task in computer vision, serving as a pivotal component for applications such as image segmentation, object d...
BACKGROUND: Effective communication is essential in clinical training, yet opportunities for realistic and interactionally authentic practice remain l...
BACKGROUND: Emergency medical dispatch is a critical, high-stakes process where dispatcher decisions directly impact patient outcomes. While standardi...
OBJECTIVE: Artificial intelligence-supported large language models (LLMs) have become increasingly widespread in recent years in the health communicat...
Reducing scan times, radiation dose, and enhancing image quality, especially for lower-performance scanners, are critical in low-count/low-dose PET im...
BACKGROUND: Clinical competency-based education (CBE) has emerged as a critical strategy to enhance workforce readiness in radiation sciences. Despite...
Healthcare systems globally face unprecedented pressures, with increasing patient volumes and resource constraints affecting care delivery. While syst...
BACKGROUND: The exponential growth of medical knowledge presents a paradox for modern medical education. While access to information is immediate, app...
Kaiser Permanente Northern California (KPNCAL) has a long-standing commitment to advancing nursing excellence through workforce development, professio...