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ORCIDVaradraj Prabhu Gurupur
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- affiliation: University of Central Florida, Department of Health Management and Informatics, Orlando, USA
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Journal Articles
- 2026
[j36]Parul Naib
, Jaeyoung Park, Paniz Abedin, Christian King, Varadraj Prabhu Gurupur:
Defining an Ethical Explainability Metric for Measuring AI Trustworthiness in Connected Healthcare Systems. Inf. 17(5): 438 (2026)- 2025
- [j35]Elizabeth A. Trader, Varadraj Prabhu Gurupur:
Real-Time Tracking of Diagnostic Discrepancies in Electronic Health Records for Improved Predictive Modeling. IEEE Access 13: 101841-101851 (2025) - [j34]Giang T. Vu, Veena Mayya, Babu Mandhidi, Christian King, Bert B. Little, Varadraj Prabhu Gurupur, Astha Singhal:
Application of machine learning to predict periodontal disease in US adults: A cross-sectional analysis of NHANES 2009-2014. Health Informatics J. 31(4) (2025) - 2024
- [j33]Veena Mayya, Christian King, Giang T. Vu, Varadraj Prabhu Gurupur:
Empirical Study of Feature Selection Methods in Regression for Large-Scale Healthcare Data: A Case Study on Estimating Dental Expenditures. IEEE Access 12: 153564-153579 (2024) - [j32]Sanjay Shanbhag, Supreetha Raju, Varadraj Prabhu Gurupur, S. Sowmya Kamath, Kandala N. V. P. S. Rajesh, Elizabeth A. Trader, Shyam Lal:
Analyzing Data Incompleteness for MRI Data for Quality Enhancement. IEEE Access 12: 183542-183554 (2024) - [j31]Varadraj Prabhu Gurupur, Giang T. Vu, Veena Mayya, Christian King:
The Need for Standards in Evaluating the Quality of Electronic Health Records and Dental Records: A Narrative Review. Big Data Cogn. Comput. 8(12): 168 (2024) - 2023
- [j30]Elakkat D. Gireesh, Varadraj Prabhu Gurupur:
Information Entropy Measures for Evaluation of Reliability of Deep Neural Network Results. Entropy 25(4): 573 (2023) - [j29]Elakkat D. Gireesh, Holly Skinner, Joohee Seo, Po Ching, Lee Ki Hyeong, James Baumgartner, Varadraj Prabhu Gurupur:
Deep neural networks and gradient-weighted class activation mapping to classify and analyze EEG. Intell. Decis. Technol. 17(1): 43-53 (2023) - [j28]Varadraj Prabhu Gurupur, Thomas T. H. Wan, Ramaraju Rudraraju, Shrirang Ambaji Kulkarni:
The need for innovations in healthcare systems using patient experience and advancing information technology. J. Integr. Des. Process. Sci. 27(1): 1-5 (2023) - [j27]Varadraj Prabhu Gurupur:
Can the theories of information and communication channels be used to explain the complexities associated with transformation of data into information, and information to knowledge? J. Integr. Des. Process. Sci. 27(1): 59-69 (2023) - 2021
- [j26]Varadraj Prabhu Gurupur, Muhammed Shelleh:
Machine Learning Analysis for Data Incompleteness (MADI): Analyzing the Data Completeness of Patient Records Using a Random Variable Approach to Predict the Incompleteness of Electronic Health Records. IEEE Access 9: 95994-96001 (2021) - [j25]Shrirang Ambaji Kulkarni, Varadraj Prabhu Gurupur, Christian King, Andriy V. Koval:
Impact of Gaussian Noise for Optimized Support Vector Machine Algorithm Applied to Medicare Payment on Raspberry Pi. Informatica (Slovenia) 45(4) (2021) - [j24]Shrirang Ambaji Kulkarni, Jodh S. Pannu, Andriy V. Koval, Gabriel J. Merrin, Varadraj Prabhu Gurupur, Ayan Nasir, Christian King, Thomas T. H. Wan:
A Brief Analysis of Key Machine Learning Methods for Predicting Medicare Payments Related to Physical Therapy Practices in the United States. Inf. 12(2): 57 (2021) - 2020
- [j23]Steven Lawrence Fernandes, Varadraj Prabhu Gurupur, Ramesh Sunder Nayak, Arunkumar N., Seifedine Nimer Kadry:
A novel nonintrusive decision support approach for heart rate measurement. Pattern Recognit. Lett. 139: 148-156 (2020) - 2019
- [j22]C. S. Asha, Shyam Lal, Varadraj Prabhu Gurupur, P. U. Prakash Saxena:
Multi-Modal Medical Image Fusion With Adaptive Weighted Combination of NSST Bands Using Chaotic Grey Wolf Optimization. IEEE Access 7: 40782-40796 (2019) - [j21]Ayan Nasir, Xinliang Liu, Varadraj Prabhu Gurupur, Zaeem Qureshi:
Disparities in patient record completeness with respect to the health care utilization project. Health Informatics J. 25(2) (2019) - [j20]Varadraj Prabhu Gurupur, Shrirang Ambaji Kulkarni, Xinliang Liu, Usha Desai, Ayan Nasir:
Analysing the power of deep learning techniques over the traditional methods using medicare utilisation and provider data. J. Exp. Theor. Artif. Intell. 31(1): 99-115 (2019) - [j19]Srivathsan Srinivasagopalan, Justin Barry, Varadraj Prabhu Gurupur, Sharma V. Thankachan:
A deep learning approach for diagnosing schizophrenic patients. J. Exp. Theor. Artif. Intell. 31(6): 803-816 (2019) - 2018
- [j18]Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes:
Recent advances in Big Data Analytics, Internet of Things and Machine Learning. Future Gener. Comput. Syst. 88: 696-698 (2018) - 2017
- [j17]Roshan Joy Martis, Hong Lin, Varadraj Prabhu Gurupur, Steven Lawrence Fernandes:
Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision. Comput. Biol. Medicine 89: 549-550 (2017) - [j16]Varadraj Prabhu Gurupur, Kruparaj Shettian, Peixin Xu, Scott Hines, Mitzi Desselles, Manish Dhawan, Thomas T. H. Wan, Amanda Raffenaud, Lindsey Anderson:
Identifying the readiness of patients in implementing telemedicine in northern Louisiana for an oncology practice. Health Informatics J. 23(3): 181-196 (2017) - [j15]Thomas T. H. Wan, Varadraj Prabhu Gurupur, Murat M. Tanik:
Design and Evaluation of Integrated Healthcare Informatics. J. Integr. Des. Process. Sci. 21(3): 1-5 (2017) - 2016
- [j14]Ayan Nasir, Xinliang Liu, Varadraj Prabhu Gurupur:
A New Paradigm to Analyze Data Completeness of Patient Data. Appl. Clin. Inform. 07(03): 745-764 (2016) - [j13]Christian F. Hempelmann, Ünal Sakoglu, Varadraj Prabhu Gurupur, Seetaramaraju Jampana:
An entropy-based evaluation method for knowledge bases of medical information systems. Expert Syst. Appl. 46: 262-273 (2016) - [j12]Varadraj Prabhu Gurupur, Thomas T. H. Wan, Donna Malvey, Donna J. Slovensky:
Design of Health Information Systems. J. Integr. Des. Process. Sci. 20(1): 3-6 (2016) - [j11]Varadraj Prabhu Gurupur, Ronaldo Gutierrez:
Designing the Right Framework for Healthcare Decision Support. J. Integr. Des. Process. Sci. 20(1): 7-32 (2016) - [j10]Steven Lawrence Fernandes, Baisakhi Chakraborty, Varadraj Prabhu Gurupur, G. Ananth Prabhu:
Early Skin Cancer Detection Using Computer Aided Diagnosis Techniques. J. Integr. Des. Process. Sci. 20(1): 33-43 (2016) - [j9]Scott Clark, Shannon Elswick, Meghan Hufstader Gabriel, Varadraj Prabhu Gurupur, Pamela J. Wisniewski:
Transitions of Care: A Patient-Centered Perspective of Health Information Systems That Support Post-Acute Care. J. Integr. Des. Process. Sci. 20(1): 95-110 (2016) - 2015
- [j8]Varadraj Prabhu Gurupur, G. Pankaj Jain, Ramaraju Rudraraju:
Evaluating student learning using concept maps and Markov chains. Expert Syst. Appl. 42(7): 3306-3314 (2015) - 2014
- [j7]Varadraj Prabhu Gurupur, Ünal Sakoglu, G. Pankaj Jain, Urcun John Tanik:
Semantic requirements sharing approach to develop software systems using concept maps and information entropy: A Personal Health Information System example. Adv. Eng. Softw. 70: 25-35 (2014) - [j6]Pramukh R. Karla, Varadraj Prabhu Gurupur:
Erratum to: C-PHIS: A Concept Map-Based Knowledge Base Framework to Develop Personal Health Information Systems. J. Medical Syst. 38(1): 9983 (2014) - [j5]G. Pankaj Jain, Varadraj Prabhu Gurupur, Jennifer L. Schroeder, Eileen D. Faulkenberry:
Artificial Intelligence-Based Student Learning Evaluation: A Concept Map-Based Approach for Analyzing a Student's Understanding of a Topic. IEEE Trans. Learn. Technol. 7(3): 267-279 (2014) - 2013
- [j4]Pramukh R. Karla, Varadraj Prabhu Gurupur:
C-PHIS: A Concept Map-Based Knowledge Base Framework to Develop Personal Health Information Systems. J. Medical Syst. 37(5): 9970 (2013) - 2012
- [j3]Varadraj Prabhu Gurupur, Murat M. Tanik:
A System for Building Clinical Research Applications using Semantic Web-Based Approach. J. Medical Syst. 36(1): 53-59 (2012) - [j2]Varadraj Prabhu Gurupur, Sang C. Suh, Richard R. Selvaggi, Pramukh R. Karla, Jayalekshmi S. Nair, Shilpa Ajit:
An Approach for Building a Personal Health Information System Using Conceptual Domain Knowledge. J. Medical Syst. 36(6): 3685-3693 (2012) - 2005
- [j1]Urcun John Tanik, Gary J. Grimes, Varadraj Prabhu Gurupur, Charles J. Sherman:
An Intelligent Design Framework Proposal Leveraging Axiomatic Design and the Semantic Web. Trans. SDPS 9(1): 41-53 (2005)
Conference and Workshop Papers
- 2023
- [c7]Varadraj Prabhu Gurupur, Muhammed Shelleh, Christopher Leone, Daniel Schupp-Omid, Roger Azevedo, Shashank Dubey:
THNN - A Neural Network Model for Telehealth Data Incompleteness Prediction. EMBC 2023: 1-5 - 2022
- [c6]Muhammed Shelleh, Varadraj Prabhu Gurupur:
PC-LSTM: Ontology-based Long Short-Term Memory State Model for Data Incompleteness Prediction. EMBC 2022: 2606-2610 - 2018
- [c5]Justin Barry, Srivathsan Srinivasagopalan, Sharma V. Thankachan, Varadraj Prabhu Gurupur:
Diagnosing Schizophrenia: A Deep Learning Approach. BCB 2018: 549 - 2013
- [c4]G. Pankaj Jain, Varadraj Prabhu Gurupur, Eileen D. Faulkenberry:
Artificial Intelligence Based Student Learning Evaluation Tool. EDUCON 2013: 751-756 - [c3]Nida Chammas, Radmila Juric, Nigel Koay, Varadraj Prabhu Gurupur, Sang C. Suh:
Towards a Software Tool for Raising Awareness of Diabetic Foot in Diabetic Patients. HICSS 2013: 2646-2655 - 2012
- [c2]Pramukh R. Karla, Vikhyath Marapadaga, Varadraj Prabhu Gurupur:
Location proofing using identity based encryption and the Google cloud on the mobile applications. ACM Southeast Regional Conference 2012: 333-334 - 2006
- [c1]Varadraj Prabhu Gurupur, Urcun John Tanik:
Software cultivation using the artificial intelligence design framework. ACM Southeast Regional Conference 2006: 786-787
Coauthor Index
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