I will discuss machine learning as it is applied to healthcare. The particular focus of my talk is on the limitations of pure machine learning approaches when it comes to biological systems. I will compare this with pure mathematical model-based approaches, which on the one hand appear more suitable but ultimately have their own attendant set of problems. I will finish up with hybrid approaches.
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