Dennis Murphree - researchr alias

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Viewing Publication 1 - 6 from 6

2017

Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest ClusteringChe Ngufor, Matthew A. Warner, Dennis Murphree, Hongfang Liu, Rickey E. Carter, Curtis B. Storlie, Daryl J. Kor. amia 2017: [doi]

2016

Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma TransfusionChe Ngufor, Dennis Murphree, Sudhindra Upadhyaya, Nageswar Madde, Jyotishman Pathak, Rickey Carter, Daryl J. Kor. amia 2016: [doi]

2015

Ensemble learning approaches to predicting complications of blood transfusionDennis Murphree, Che Ngufor, Sudhindra Upadhyaya, Nageswar Madde, Leanne Clifford, Daryl J. Kor, Jyotishman Pathak. embc 2015: 7222-7225 [doi]

Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomesChe Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Daryl J. Kor, Jyotishman Pathak. dsaa 2015: 1-8 [doi]

A Heterogeneous Multi-Task Learning for Predicting RBC Transfusion and Perioperative OutcomesChe Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Nageswar Madde, Daryl J. Kor, Jyotishman Pathak. aime 2015: 287-297 [doi]

Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning ApproachChe Ngufor, Dennis Murphree, Sudhindra Upadhyaya, Nageswar Madde, Daryl J. Kor, Jyotishman Pathak. medinfo 2015: 721-725 [doi]

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