POCUS and Artificial Intelligence: What Comes Next?

Andre Kumar, MD, is an academic hospitalist, educator, and clinical researcher at Stanford University whose work sits at the intersection of artificial intelligence, medical education, and point-of-care ultrasound. He is particularly interested in how AI can enhance ultrasound research, image processing, and clinician learning, while helping physicians use bedside imaging more effectively in real-world care.