Kevin Patrick Cairns

Can you trust the algorithm? A clinical exploration of AI models in perioperative care

A narrative conceptual review of four commonly encountered AI model types: random forests, support vector machines, convolutional neural networks and large language models is presented, exploring their clinical applications, interpretability, limitations and relevance to perioperative and surgical settings.