Minimum Viable Product
No due date
73% complete
- Correct representation of missing data.
- Possibility to work with continuous, discrete or factor variables.
- Create dynamic variables on the fly by combining/transforming phenotypes.
- Identification of frequent problems such as bad coding or low variance.
- Hierarchical representation of the variables.
- Support for pharmacotherapy
- Identify users of a given…
- Correct representation of missing data.
- Possibility to work with continuous, discrete or factor variables.
- Create dynamic variables on the fly by combining/transforming phenotypes.
- Identification of frequent problems such as bad coding or low variance.
- Hierarchical representation of the variables.
- Support for pharmacotherapy
- Identify users of a given drug.
- Identify users of a given drug class.
- Identify users of drugs modulating a given protein (with possibility to specify action type).
- Automatic inference from freetext.
- Drug "metadata" such as dosage, dates, indication.
- Support for "dummy drugs" that count as having a specific class (e.g. "beta blocker")
- Possibility to easily query the drugs database.
- Possibility to generate summary statistics and common plots.
- Export functions to commonly used formats for analysis.
- Acceptable test coverage for use in production.