AI algorithms may excel in trauma triage but show concerning undertriage risks, notably in older adults. Sensitivity for major trauma detection was 89.4% with a specificity of 86.5%. Geriatric patients experienced a 17.6% undertriage rate, significantly higher than 5.2% in younger adults (p = .012). Theoretical delays of 18.5 minutes linked to undertriage affected 14.2% […]
Category: Digital Surgery and Telemedicine
AI Enhances Aneurysm Detection in Surgery
AI assistance significantly boosts detection of cerebral aneurysms during surgery, a game-changer for surgical practice. Health care professionals achieved 78% accuracy with AI vs. 70% without it (odds ratio: 1.77, p < 0.001). Neurosurgical attendings improved from 77% to 92% accuracy with AI support (odds ratio: 4.24, p = 0.003). AI is not just for […]
Using Language Models for Surgical Consensus: Key Findings
Large language models may enhance consensus-building on ventral rectopexy but vary significantly in reliability. Openevidence had the highest content appropriateness score (3.5/5), outperforming Gemini (3.0/5) and ChatGPT (2.8/5; p < 0.001). ChatGPT fabricated 53% of citations compared to Gemini’s 12% and Openevidence’s 0% (p < 0.001). This suggests a need for careful selection of tools […]
New Model Accurately Predicts Postoperative Risk
A new model incorporates complex health data to better predict complications after major surgeries, enhancing surgical decision-making and patient safety. Complication prevalence: 8% ICU admission, 4% mechanical ventilation, 7% acute kidney injury, and 1% in-hospital mortality. Model performance: AUROC scores of 0.93 for ICU admission, 0.94 for mechanical ventilation, 0.92 for acute kidney injury, and […]
Wearable Devices Surge Among Chronic Disease Patients
Surgeons need to know that wearable device use is skyrocketing among adults with chronic diseases, offering new avenues for patient monitoring. 107 million U.S. adults used a wearable device in 2024, a 58% increase since 2019. 74 million report using devices regularly; 78 million are willing to share data with healthcare providers. Integrating this continuous […]
AI Scribes Cut EHR Time for Surgeons and Boost Visits
Adopting AI-powered scribes can streamline electronic health record tasks for surgical practices and enhance patient volume. Clinicians using AI scribes spent 13.4 fewer minutes on EHRs weekly and reduced documentation time by 16 minutes. On average, they saw 0.49 more patients per week. Surgeons may benefit from integrating AI tools to improve efficiency and patient […]
Pioneering Surgery for Space Missions
Advanced surgical care is essential for long-duration space missions beyond Earth, especially for complex cases. Surgical skills remain effective in reduced gravity when operators, patients, and instruments are secured. Robotic surgery shows promise but faces obstacles including size, weight, and crew training needs. Surgeons must prepare for unique challenges of operating in space, focusing on […]
Large Language Models Improve Trauma Triage Accuracy
Large language models enhance prehospital trauma triage, potentially improving patient outcomes. LLMs achieved 83.5% triage accuracy, outperforming human clinicians’ 78.9% accuracy (p<0.01). Under-triage with LLMs improved slightly to 4.8%, compared to 5.1% with human triage (p=0.73). Essential transcripts reduced communication length by 80.8% while maintaining accuracy. Integrating LLMs in trauma assessment can lead to better […]
AI Platform Boosts Safety in Laparoscopic Cholecystectomy
An AI-based tool shows promise in improving the critical view of safety during laparoscopic cholecystectomy, reducing bile duct injury risks. The AI platform achieved impressive accuracy scores: 0.91 for CVS I, 0.86 for CVS II, and 0.73 for CVS III. Significant improvement in CVS assessment was observed post-deployment (p < 0.01). Surgeons reported high satisfaction, […]
Video Analysis Reveals Key Non-Technical Skills in Surgery
Silent video can predict surgeons’ non-technical skills, impacting training and outcomes. Analyzed 40 laparoscopic appendectomy videos with over 10,000 annotated actions. Mean cognitive rating was 5.6 out of 8, with a correlation between decision-making and situation awareness (r=0.8). This method paves the way for scalable assessments of surgical performance. Five key predictive factors identified include […]