9. Temporal Health Data Flashcards
1
Q
what are some considerations when working with EHR data
A
- contains many vars e.g. patient reaction to treatment, demographics, prescribed medication, radiographs
- different data types = images, text, numbers
- time intervals are different, different levels of detail
- sparse data i.e. different patients get different tests, some may never require a particular test
2
Q
what model can help to solve temporal data gaps
A
time series forecasting
3
Q
what is cross validation
A
4
Q
what is backtesting with refit
A
5
Q
what is backtesting without refit
A
6
Q
what is a use case for recurrent neural networks
A
7
Q
what is the recurrent neural network algorithm
A
8
Q
A
