Siraji Shabani on Muck Rack

Siraji Shabani

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Articles

Machine learning with routine electronic medical record data to identify people at high risk of disengagement from HIV care in Tanzania

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By Carolyn Fahey, Linqing Wei, Prosper F Njau, Siraji Shabani
| PLOS
Loading metrics Open Access Peer-reviewed Research Article Abstract Machine learning methods for health care delivery optimization have the potential to improve retention in HIV care, a critical target of global efforts to end the epidemic. However, these methods have not been widely applied to medical record data in low- and middle-income countries. We used an ensemble decision tree approach to predict risk of disengagement from HIV care (missing an appointment by ≥28 days) in Tanzania.
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