A Machine Learning Approach to Management of Heart Failure Populations

Heart failure is a prevalent, costly disease for which new value-based payment models demand optimized population management strategies. This study sought to generate a strategy for managing populations of patients with heart failure by leveraging large clinical datasets and machine learning. Geisin...

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Veröffentlicht in:JACC. Heart failure 2020-07, Vol.8 (7), p.578-587
Hauptverfasser: Jing, Linyuan, Ulloa Cerna, Alvaro E., Good, Christopher W., Sauers, Nathan M., Schneider, Gargi, Hartzel, Dustin N., Leader, Joseph B., Kirchner, H. Lester, Hu, Yirui, Riviello, David M., Stough, Joshua V., Gazes, Seth, Haggerty, Allyson, Raghunath, Sushravya, Carry, Brendan J., Haggerty, Christopher M., Fornwalt, Brandon K.
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Sprache:eng
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