Research Approach: Building and Validating the TRIO Scoring Model

Research Approach: Building and Validating the TRIO Scoring Model

Introduction Tricuspid regurgitation (TR) is a common valvular disease. Mild TR is a benign condition, but as age increases, the severity of TR can gradually worsen, and severe TR significantly increases mortality. Moreover, more studies indicate that TR patients often undergo surgery later, mainly due to low surgical volume and higher perioperative risks associated with … Read more

Risk Prediction Score for 30-Day Mortality After Adult Cardiac Surgery Based on Machine Learning Algorithms

Risk Prediction Score for 30-Day Mortality After Adult Cardiac Surgery Based on Machine Learning Algorithms

*For Medical Professionals Only Published in: European Association for Cardio-Thoracic Surgery Impact Factor: IF=3.1 Publication Date: 2024.10.13 Innovations: This study investigates the performance of an in-hospital/30-day mortality risk prediction model using alternative machine learning algorithms (XGBoost) in adults undergoing cardiac surgery. Background: Predictive models are used in international guidelines to determine the most appropriate treatment … Read more

Current Status, Risks, and Impact Assessment of AI Agents

In October 2024, the U.S. Center for Security and Emerging Technologies released a risk assessment report on artificial intelligence titled “Through the Chat Window and Into the Real World: Preparing for AI Agents”. A large number of startups and major tech companies are deploying, building, and selling AI agents, which will bring revolutionary changes to … Read more