Stop training more models, start deploying them (using WebAssembly)
We are hardly living up to the promises of AI in healthcare. It’s not because of our training, it’s because of our deployment.
Maurits Kaptein
Jun 10
““How do you deploy the models that you, and the researchers that use your data, train?” Cutting a long answer about public APIs, regulation, privacy, and cultural and organizational hurdles short, they hardly do. It proved to be extremely hard to deploy models…. The bottom line here is that it was not just me, a researcher, who was failing to move trained models to production. It’s omnipresent and it is hurting our ability to truly improve the lives of patients.”