Validation of Real-Time Automatic Calculation of the SOFA Score for Use in an ICU Patient Viewer. - Andrew M. Harrison; Rodrigo Cartin-Ceba; Hemang Yadav; Brian W. Pickering; Andrew Hanson; Daryl J. Kor; Vitaly Herasevich (AMIA, 2012)

Validation of Computerized Sniffer for Monitoring Perioperative Normothermia. - Jyothsna Giri; Man Li 004; Brian W. Pickering; Arun Subramanian; Daryl J. Kor; Vitaly Herasevich (MedInfo, 2013)

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)

Knowledge-Enriched Data: Realizing the Riches of Our Data. - Matthew Burton; Amy Knopp; Davide Sottara; James D. Buntrock; Daryl J. Kor (AMIA, 2017)

Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering. - Che Ngufor; Matthew A. Warner; Dennis Murphree; Hongfang Liu; Rickey E. Carter; Curtis B. Storlie; Daryl J. Kor (AMIA, 2017)

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)

The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites. - Roshan Tourani; Dennis H. Murphree; Genevieve Melton-Meaux; Elizabeth C. Wick; Daryl J. Kor; György J. Simon (MedInfo, 2019)

Consensus Modeling: A Transfer Learning Approach for Small Health Systems. - Roshan Tourani; Dennis H. Murphree; Ying Zhu; Adam Sheka; Genevieve B. Melton; Daryl J. Kor; György J. Simon (AIME, 2020)

Consensus modeling: Safer transfer learning for small health systems. - Roshan Tourani; Dennis H. Murphree; Adam Sheka; Genevieve B. Melton; Daryl J. Kor; György J. Simon (Artif. Intell. Medicine, 2024)