AI in Radiology at the University of Louisville | Dr. Ramin Hamidi, Neuroradiologist

Welcome to another episode of Smart Medicine! Today, host Dr. Ali Fatemi (Clinical Medical Physicist & Founder of SpenTex and PrecisionM.ai) is joined by Dr. Ramin Hamid, an Assistant Professor of Neuroradiology at the University of Louisville School of Medicine. With a unique background spanning neuroradiology and an MBA in healthcare operations.Dr. Hamid shares fascinating insights into how Artificial Intelligence is revolutionizing the reading room and beyond.In this episode, we dive deep into the reality of AI in medicine—clarifying that AI doesn't "think" or "understand," but rather acts as a powerful statistical weighting machine for pattern recognitionKey Topics Covered in this Episode:What AI Is (and Isn't): Why we should treat AI like a "bicycle for the mind" and how it acts as an explainable tool to highlight areas of concern, such as blood inside or outside the brain.AI Workflow Integration: How AI can optimize patient care prior to imaging (NLP for protocol selection), during acquisition, and post-imaging (flagging critical issues like pneumothorax or large vessel occlusions).Patient Perspectives: A University of Louisville study revealing that patients are actually willing to pay for AI integration—if it improves detection and outcomes.The Future of Diagnostics & Personalized Medicine: Using AI to predict disease vectors, diagnose Alzheimer's, and screen for learning disorders like dyslexia or autism from MRI scans.Training the Next Generation: How AI can simulate emergency environments to rapidly train medical residents on rare pathologies.The Power of Teamwork: The importance of eliminating "silos" and fostering consultation between clinicians, medical physicists, and technologists.Topics- Introduction to Dr. Ramin Hamid- What AI Actually Is: Steve Jobs' Bicycle Analogy- How AI is Used Pre, During, and Post-Imaging- Explainable AI: Spotting Strokes, Fractures & Hemorrhages- Do Patients Want AI? (UofL Study Results)- Using AI to Screen for Alzheimer's & Autism- The Role of Medical Physicists & Breaking Healthcare Silos- The Next 5-10 Years: The Era of Personalized Medicine