Building Robodoc: the idiot's guide to AI in healthcare

A look at the parallels between AI and biological intelligence, and a discussion of why some of the implications of this are pretty scary

An overview of reinforcement learning

A look at why supervised learning might not cut the mustard for building a ResusciBot

A look at a clinical case from the field of resuscitation medicine as an example of how "robot doctors" could help deliver better patient care.

A brief discussion of data synthesis as an alternative approach to the data paucity problem.

A look at transfer learning to address the problem of a lack of data.

A look at some areas of healthcare to which AI lends itself particularly well, and a discussion of the importance of big data.

A summary of everything we've covered so far.

A quick look at "covariate shift", which isn't quite as cryptic as it sounds...

How the same supervised learning theory that powered our cat-spotting app has made self-driving cars possible.

An example of how "supervised machine learning" has allowed computers to see the world like never before.

An introduction to the series.