Experimenting with the PCP_HF tool for heart failure prediction.
*** Not to be used for clinical care ***
Demonstrates principles involved for learners in algorithm development and use of streamlit. This specific implementation is not sufficiently validated for clinical use.
The tool predicts the likelihood of heart failure developing within the next 10 years. Note - the sex and race requirements and limited options available for the algorithm were set by data available in the paper below. Streamlit is used to enable web access to the python output. See streamlit documentation here: https://docs.streamlit.io/
Reference:
Khan S, Ning H, Shah S, et al. 10-Year Risk Equations for Incident Heart Failure in the General Population. J Am Coll Cardiol. 2019 May, 73 (19) 2388-2397. https://doi.org/10.1016/j.jacc.2019.02.057
