Dennis H. Murphree

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Clinical Decision Support

Transfer Learning

Dermoscopy Images

Top Venues

Artif. Intell. Medicine

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)
Dennis H. Murphree, Patrick M. Wilson, Shusaku W. Asai, Daniel J. Quest, Yaxiong Lin, Piyush Mukherjee, Nirmal Chhugani, Jacob J. Strand, Gabriel Demuth, David Mead, Brian Wright, Andrew M. Harrison, Jalal Soleimani, Vitaly Herasevich, Brian W. Pickering, Curtis B. Storlie
Improving the delivery of palliative care through predictive modeling and healthcare informatics. J. Am. Medical Informatics Assoc. 28 (6) (2021)
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)
Michael Z. Wang, Nneka I. Comfere, Dennis H. Murphree
Deep Learning for Automating the Organization of Institutional Dermatology Image Stores. EMBC (2019)
Dennis H. Murphree, Daniel J. Quest, Ryan M. Allen, Che Ngufor, Curtis B. Storlie
Deploying Predictive Models In A Healthcare Environment - An Open Source Approach. EMBC (2018)
Dennis H. Murphree, Elaheh Arabmakki, Che Ngufor, Curtis B. Storlie, Rozalina G. McCoy
Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes. Comput. Biol. Medicine 103 (2018)
Dennis H. Murphree, Che Ngufor
Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge. CoRR (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)
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)
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)