A Heterogeneous Multi-Task Learning for Predicting RBC Transfusion and Perioperative Outcomes. - Che Ngufor; Sudhindra Upadhyaya; Dennis Murphree; Nageswar Madde; Daryl J. Kor; Jyotishman Pathak (AIME, 2015)

Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes. - Che Ngufor; Sudhindra Upadhyaya; Dennis Murphree; Daryl J. Kor; Jyotishman Pathak (DSAA, 2015)

Ensemble learning approaches to predicting complications of blood transfusion. - Dennis Murphree; Che Ngufor; Sudhindra Upadhyaya; Nageswar Madde; Leanne Clifford; Daryl J. Kor; Jyotishman Pathak (EMBC, 2015)

Predicting Adverse Reactions to Blood Transfusion. - Dennis H. Murphree; Leanne Clifford; Yaxiong Lin; Nagesh Madde; Che Ngufor; Sudhindra Upadhyaya; Jyotishman Pathak; Daryl J. Kor (ICHI, 2015)

A Clinical Decision Support System for Preventing Adverse Reactions to Blood Transfusion. - Dennis H. Murphree; Leanne Clifford; Yaxiong Lin; Nagesh Madde; Che Ngufor; Sudhindra Upadhyaya; Jyotishman Pathak; Daryl J. Kor (ICHI, 2015)

Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach. - Che Ngufor; Dennis Murphree; Sudhindra Upadhyaya; Nageswar Madde; Daryl J. Kor; Jyotishman Pathak (MedInfo, 2015)

Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma Transfusion. - Che Ngufor; Dennis Murphree; Sudhindra Upadhyaya; Nageswar Madde; Jyotishman Pathak; Rickey E. Carter; Daryl J. Kor (AMIA, 2016)

Multitask LS-Svm for Predicting Bleeding and Re-operation Due to Bleeding. - Che Ngufor; Dennis H. Murphree; Sudhindra Upadhyaya; Jyotishman Pathak; Daryl J. Kor (ICHI, 2017)