Smart Tech Helping Doctors: A Look at AutoML in Medicine

AutoML, or automated machine learning, is changing how doctors use technology. It helps them make better decisions faster. But it's not perfect. Let's break it down. First, AutoML is making waves in healthcare. It's used a lot for predicting diseases and planning treatments. It works with different types of data, like numbers and images. Most of the time, it's used for sorting things into groups. But sometimes, it's used for predicting numbers. But there are challenges. Picking the right model is hard. And getting the data ready is also tricky. Plus, it's hard to understand how AutoML makes decisions. That's where Explainable AI (XAI) comes in. It's a way to make AutoML more transparent. But not many studies use it yet. However, more and more people are starting to see its value. AutoML is growing in medicine. But it's not a magic fix. It needs more work. We need to see how it really affects patients. And we need to make sure doctors trust it. Only then can AutoML reach its full potential.