Search Results - "Doupe, Patrick"

Machine Learning for Health Services Researchers by Doupe, Patrick, Faghmous, James, Basu, Sanjay

“…Machine learning is increasingly used to predict healthcare outcomes, including cost, utilization, and quality. We provide a high-level overview of machine…”
Get full text

Dynamic adjustment and the specification of empirical economic models of deforestation by Aisbett, Emma, Doupé, Patrick, Tacconi, Luca

“…Tropical deforestation has been one of the most significant global environmental changes of recent decades and has spurred a substantial academic literature…”
Get full text

Hypertension screening, prevalence, treatment, and control at a large private hospital in Kampala, Uganda: A retrospective analysis by Majumdar, Usnish, Nanyonga Clarke, Rose, Moran, Andrew E, Doupe, Patrick, Gadikota-Klumpers, Darinka D, Gidio, Agaba, Ssentamu, Dennis, Heller, David J

“…Adult hypertension prevalence in Uganda is 27%, but only 8% are aware of their diagnosis, accordingly treatment and control levels are limited. The private…”
Get full text

The Costs of Error in Setting Reference Rates for Reduced Deforestation by Doupe, Patrick

“…Setting reference rates for policy to reduce emissions from deforestation and forest degradation is challenging. This challenge is reflected in the number of…”
Get full text

Machine Learning Methods for Precision Medicine Research Designed to Reduce Health Disparities: A Structured Tutorial by Basu, Sanjay, Faghmous, James H., Doupe, Patrick

“…Precision medicine research designed to reduce health disparities often involves studying multi-level datasets to understand how diseases manifest…”
Get full text

Characterizing Subgroups of High-Need, High-Cost Patients Based on Their Clinical Conditions: a Machine Learning-Based Analysis of Medicaid Claims Data by Nuti, Sudhakar V., Doupe, Patrick, Villanueva, Blanca, Scarpa, Joseph, Bruzelius, Emilie, Baum, Aaron

Get full text

Satellite images and machine learning can identify remote communities to facilitate access to health services by Bruzelius, Emilie, Le, Matthew, Kenny, Avi, Downey, Jordan, Danieletto, Matteo, Baum, Aaron, Doupe, Patrick, Silva, Bruno, Landrigan, Philip J, Singh, Prabhjot

“…Community health systems operating in remote areas require accurate information about where people live to efficiently provide services across large regions…”
Get full text

Improving Understanding of Flood Risk: the Effects of Lowering the Cost of Accessing Flood Risk Information by Doupe, Patrick, Dobes, Leo, Jotzo, Frank

“…We provide evidence that lowering the cost of accessing flood risk information increases public understanding of the risk of flood events. We exploit a pair of…”
Get full text

Assessment of Risk of Harm Associated With Intensive Blood Pressure Management Among Patients With Hypertension Who Smoke: A Secondary Analysis of the Systolic Blood Pressure Intervention Trial by Scarpa, Joseph, Bruzelius, Emilie, Doupe, Patrick, Le, Matthew, Faghmous, James, Baum, Aaron

“…The randomized Systolic Blood Pressure Intervention Trial (SPRINT) showed that lowering systolic blood pressure targets for adults with hypertension reduces…”
Get full text

Multiple chronic conditions at a major urban health system: a retrospective cross-sectional analysis of frequencies, costs and comorbidity patterns by Majumdar, Usnish B, Hunt, Christophe, Doupe, Patrick, Baum, Aaron J, Heller, David J, Levine, Erica L, Kumar, Rashi, Futterman, Robert, Hajat, Cother, Kishore, Sandeep P

“…ObjectiveTo (1) examine the burden of multiple chronic conditions (MCC) in an urban health system, and (2) propose a methodology to identify subpopulations of…”
Get full text

Hypertension screening, prevalence, treatment, and control at a large private hospital in Kampala, Uganda: A retrospective analysis by Usnish Majumdar, Rose Nanyonga Clarke, Andrew E. Moran, Patrick Doupe, Darinka D. Gadikota-Klumpers, Agaba Gidio, Dennis Ssentamu, David J. Heller

“…Adult hypertension prevalence in Uganda is 27%, but only 8% are aware of their diagnosis, accordingly treatment and control levels are limited. The private…”
Get full text

Causal Forecasting for Pricing by Schultz, Douglas, Stephan, Johannes, Sieber, Julian, Yeh, Trudie, Kunz, Manuel, Doupe, Patrick, Januschowski, Tim

“…This paper proposes a novel method for demand forecasting in a pricing context. Here, modeling the causal relationship between price as an input variable to…”
Get full text