Latest AI and machine learning research in emergency medicine for healthcare professionals.
Emergency medicine specialists often pursue subspecialty training worldwide. In Türkiye, subspecialization in critical care medicine was introduced in March 2024, with the first entrance examination for subspecialty training in medicine (YDUS) examination having been conducted on December 15, 2024 by the Measurement, Selection, and Placement Center. Medical applications of artificial intelligence ...
Pelvic fractures are critical injuries associated with high mortality rates, yet accurate diagnosis using conventional radiography remains challenging due to complex anatomical overlaps. This study evaluates the impact of segmentation-guided preprocessing on fracture detection from pelvic X-rays by introducing a Multi-Bone Segmentation Method. Unlike traditional approaches that restrict analysis t...
Trauma severity scores such as the Injury Severity Score (ISS) and New Injury Severity Score (NISS) are widely used for trauma benchmarking, risk stra...
Colorectal cancer (CRC) is a leading cause of cancer mortality, and the mechanisms linking lead exposure to CRC remain unclear. In this study, we inte...
PURPOSE: To quantify the prevalence of pre-visit AI consultation among dermatology outpatients and to assess associated attitudes, anxiety changes, an...
BACKGROUND: Artificial intelligence is increasingly explored in prehospital emergency medical services to support clinical and organisational decision...
BACKGROUND: Non-red-flag low back pain (LBP) is prevalent among athletes, yet field-based triage often hinges on subjective judgment under significant...
French innovation has profoundly shaped the evolution of spinal surgery over the past fifty years. While many French contributions are now internation...
BACKGROUND: Clinical referral letters direct patients into acute, urgent, and specialist care pathways, but their triage is typically manual, heteroge...
Clinical decision-making in psychiatry has traditionally relied on rating scales and clinical impressions documented in the electronic health record (...
The global prevalence of diabetic retinopathy (DR) is increasing in parallel with the rising burden of diabetes, posing a substantial public health ch...
OBJECTIVE: To evaluate the diagnostic performance of FDA/CE-cleared AI systems for mammography screening and assess their roles across clinical workfl...
Chemical, biological, radiological, and nuclear (CBRN) incidents present escalating risks across the Middle East and North Africa (MENA) amid geopolit...
Orthopaedic surgeons routinely consult search engines, journals, and curated websites to stay current on orthopaedic knowledge. The emergence of large...
Di(2-ethylhexyl) phthalate (DEHP) is a widespread plasticizer, but its role in subarachnoid hemorrhage (SAH) remains unclear. Integrating network toxi...
In recent years, complex and extreme fire environments have posed a severe threat to the safety of front-line firefighters, urgently requiring high-pe...
BACKGROUND: Continuity of care is essential in psychiatric services due to the chronic, relapsing nature of mental health conditions, yet care pathway...
BACKGROUND: The World Health Organization (WHO) launched a Rehabilitation 2030 initiative to call for global action to scale up rehabilitation efforts...
BACKGROUND: Accurate assessment of distal radius fracture stability is essential for appropriate triage and timely referral to hand specialists. The L...
BACKGROUND: The current landscape of emergency care (EC) is marked by high demand, leading to issues such as emergency department boarding, overcrowdi...