Generative AI in Healthcare and Biomedical Systems
The rapid advancement of Artificial Intelligence (AI) has revolutionized many industries, and healthcare is no exception. Among the most transformative developments in recent years is Generative AI—a subset of AI capable of creating new content such as text, images, proteins, and even entire simulations. In healthcare and biomedical systems, generative AI holds immense potential to reshape diagnostics, drug discovery, personalized treatment, and medical education. This technology is not just augmenting human intelligence—it is redefining the boundaries of what is possible in medicine. Thus, a discussion on Generative AI in healthcare becomes essential. Top BCA colleges across the country incorporate this topic in their curriculum. What is Generative AI? Generative AI uses machine learning models, most notably generative adversarial networks (GANs), variational autoencoders (VAEs), and transformer-based models like GPT, to generate new data based on patterns learned from training...