Few-shot learning for medical image analysis

Is few-shot learning the gateway to integrating AI into medicine for good? Let's explore the current state of the art. Not too long ago, the concept of Artificial Intelligence (AI) resided primarily within the realm of academics and the fantastical landscapes of science fiction movies, often linked to the idea of humanoid robots. In recent years, the advancement in computing power and speed has catalyzed an unprecedented surge in AI development, making it part of our daily lives. With the advent of innovative technologies such as text-to-image models like Dall-E and chatbot-type models like ChatGPT, AI is now part of our everyday jargon.