International Business Machines Corporation

Katherine D ChengLi

Perry Randolph Giffen

Kasun L Attanapola

Mihaela Rotaru

Leila Sadat Rezai

Sukhwinder Lall

A mechanism is provided in a data processing system for generating healthcare work item recommendations based on predictive analytics. An analytics engine executing on the data processing system performs analytics to discover patterns in patient records data and to generate one or more risk scores using one or more predictive models. Each of the one or more risk scores represents a probability of a respective healthcare consideration. Each of the one or more risk scores has an associated set of contributing factors. A decision system executing on the data processing system generates a healthcare recommendation for a given patient having a given risk score based on the given risk score, a predictive model used to generate the given risk score, and a given set of contributing factors associated with the given risk score.

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Ottawa, Canada

Katherine D ChengLi