Daryl J. Kor

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 13

Top Topics

Clinical Decision Support

Transfer Learning

Multitask Learning

Top Venues

Publications

Roshan Tourani, Dennis H. Murphree, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
Consensus modeling: Safer transfer learning for small health systems. Artif. Intell. Medicine 154 (2024)
Roshan Tourani, Dennis H. Murphree, Ying Zhu, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
Consensus Modeling: A Transfer Learning Approach for Small Health Systems. AIME (2020)
Roshan Tourani, Dennis H. Murphree, Genevieve Melton-Meaux, Elizabeth C. Wick, Daryl J. Kor, György J. Simon
The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites. MedInfo (2019)
Che Ngufor, Matthew A. Warner, Dennis Murphree, Hongfang Liu, Rickey E. Carter, Curtis B. Storlie, Daryl J. Kor
Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering. AMIA (2017)
Che Ngufor, Dennis H. Murphree, Sudhindra Upadhyaya, Jyotishman Pathak, Daryl J. Kor
Multitask LS-Svm for Predicting Bleeding and Re-operation Due to Bleeding. ICHI (2017)
Matthew Burton, Amy Knopp, Davide Sottara, James D. Buntrock, Daryl J. Kor
Knowledge-Enriched Data: Realizing the Riches of Our Data. AMIA (2017)
Che Ngufor, Dennis Murphree, Sudhindra Upadhyaya, Nageswar Madde, Jyotishman Pathak, Rickey E. Carter, Daryl J. Kor
Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma Transfusion. AMIA (2016)
Dennis H. Murphree, Leanne Clifford, Yaxiong Lin, Nagesh Madde, Che Ngufor, Sudhindra Upadhyaya, Jyotishman Pathak, Daryl J. Kor
Predicting Adverse Reactions to Blood Transfusion. ICHI (2015)
Che Ngufor, Dennis Murphree, Sudhindra Upadhyaya, Nageswar Madde, Daryl J. Kor, Jyotishman Pathak
Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach. MedInfo (2015)
Che Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Daryl J. Kor, Jyotishman Pathak
Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes. DSAA (2015)
Che Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Nageswar Madde, Daryl J. Kor, Jyotishman Pathak
A Heterogeneous Multi-Task Learning for Predicting RBC Transfusion and Perioperative Outcomes. AIME (2015)
Dennis Murphree, Che Ngufor, Sudhindra Upadhyaya, Nageswar Madde, Leanne Clifford, Daryl J. Kor, Jyotishman Pathak
Ensemble learning approaches to predicting complications of blood transfusion. EMBC (2015)
Dennis H. Murphree, Leanne Clifford, Yaxiong Lin, Nagesh Madde, Che Ngufor, Sudhindra Upadhyaya, Jyotishman Pathak, Daryl J. Kor
A Clinical Decision Support System for Preventing Adverse Reactions to Blood Transfusion. ICHI (2015)
Jyothsna Giri, Man Li, Brian W. Pickering, Arun Subramanian, Daryl J. Kor, Vitaly Herasevich
Validation of Computerized Sniffer for Monitoring Perioperative Normothermia. MedInfo (2013)
Andrew M. Harrison, Rodrigo Cartin-Ceba, Hemang Yadav, Brian W. Pickering, Andrew Hanson, Daryl J. Kor, Vitaly Herasevich
Validation of Real-Time Automatic Calculation of the SOFA Score for Use in an ICU Patient Viewer. AMIA (2012)