https://www.loom.com/share/63d625e756774317a5f816e7427e37c7

This is the gospel. It’s insanely good. I recommend chapter 10, which covers DDSS (Diagnostic Decision Support Systems)

This is the gospel. It’s insanely good. I recommend chapter 10, which covers DDSS (Diagnostic Decision Support Systems)

How do doctors diagnose


ML vs expert systems

Clinical decision support systems, expert systems, knowledge based vs non-knowledge based

Benefits of ML: learn and generalize patterns found in huge EHR datasets.

Shortcomings of ML: no easy way to incorporate prior knowledge from existing literature or experts.

Shortcomings of expert systems

Problems with CDSS

Why we need CDSS x expert systems

Historical methods