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
- Definitions of diagnosis:
- Process of diagnosis: 3 kinds of information a doctor requires; three abstract categories of human diagnostic reasoning
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