Ensuring a Positive Clinical Impact with Machine Learning // #7 of Machine Learning for Healthcare

To have a positive impact with a machine learning model in healthcare, it’s important to ensure models generalise to new data and that they are appropriately incorporated into clinical workflows. It’s important to have strong evidence of a clinical benefit before widespread implementation. In this video, we talk about how to achieve a positive health impact through machine learning and how to develop clinical evidence to support this. TIMESTAMPS: 0:25 - What are underfitting and overfitting? 1:47 - How