Varadraj Prabhu Gurupur

42 papers C 1Journal 35Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Application of machine learning to predict periodontal disease in US adults: A cross-sectional analysis of NHANES 2009-2014. Health Informatics J. Giang T. Vu, Veena Mayya, Babu Mandhidi, Christian King, Bert B. Little, Varadraj Prabhu Gurupur, Astha Singhal
2025	J	`jnl`	Real-Time Tracking of Diagnostic Discrepancies in Electronic Health Records for Improved Predictive Modeling. IEEE Access Elizabeth A. Trader, Varadraj Prabhu Gurupur
2024	J	`jnl`	Analyzing Data Incompleteness for MRI Data for Quality Enhancement. IEEE Access Sanjay Shanbhag, Supreetha Raju, Varadraj Prabhu Gurupur, S. Sowmya Kamath, Kandala N. V. P. S. Rajesh, Elizabeth A. Trader, Shyam Lal
2024	J	`jnl`	Empirical Study of Feature Selection Methods in Regression for Large-Scale Healthcare Data: A Case Study on Estimating Dental Expenditures. IEEE Access Veena Mayya, Christian King, Giang T. Vu, Varadraj Prabhu Gurupur
2024	J	`jnl`	The Need for Standards in Evaluating the Quality of Electronic Health Records and Dental Records: A Narrative Review. Big Data Cogn. Comput. Varadraj Prabhu Gurupur, Giang T. Vu, Veena Mayya, Christian King
2023	J	`jnl`	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. Varadraj Prabhu Gurupur
2023	J	`jnl`	Deep neural networks and gradient-weighted class activation mapping to classify and analyze EEG. Intell. Decis. Technol. Elakkat D. Gireesh, Holly Skinner, Joohee Seo, Po Ching, Lee Ki Hyeong, James Baumgartner, Varadraj Prabhu Gurupur
2023	J	`jnl`	Information Entropy Measures for Evaluation of Reliability of Deep Neural Network Results. Entropy Elakkat D. Gireesh, Varadraj Prabhu Gurupur
2023	—	`conf`	THNN - A Neural Network Model for Telehealth Data Incompleteness Prediction. EMBC Varadraj Prabhu Gurupur, Muhammed Shelleh, Christopher Leone, Daniel Schupp-Omid, Roger Azevedo, Shashank Dubey
2023	J	`jnl`	The need for innovations in healthcare systems using patient experience and advancing information technology. J. Integr. Des. Process. Sci. Varadraj Prabhu Gurupur, Thomas T. H. Wan, Ramaraju Rudraraju, Shrirang Ambaji Kulkarni
2022	—	`conf`	PC-LSTM: Ontology-based Long Short-Term Memory State Model for Data Incompleteness Prediction. EMBC Muhammed Shelleh, Varadraj Prabhu Gurupur
2021	J	`jnl`	A Brief Analysis of Key Machine Learning Methods for Predicting Medicare Payments Related to Physical Therapy Practices in the United States. Inf. Shrirang Ambaji Kulkarni, Jodh S. Pannu, Andriy V. Koval, Gabriel J. Merrin, Varadraj Prabhu Gurupur, Ayan Nasir, Christian King, Thomas T. H. Wan
2021	J	`jnl`	Impact of Gaussian Noise for Optimized Support Vector Machine Algorithm Applied to Medicare Payment on Raspberry Pi. Informatica (Slovenia) Shrirang Ambaji Kulkarni, Varadraj Prabhu Gurupur, Christian King, Andriy V. Koval
2021	J	`jnl`	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 Varadraj Prabhu Gurupur, Muhammed Shelleh
2020	J	`jnl`	A novel nonintrusive decision support approach for heart rate measurement. Pattern Recognit. Lett. Steven Lawrence Fernandes, Varadraj Prabhu Gurupur, Ramesh Sunder Nayak, Arunkumar N., Seifedine Nimer Kadry
2019	J	`jnl`	A deep learning approach for diagnosing schizophrenic patients. J. Exp. Theor. Artif. Intell. Srivathsan Srinivasagopalan, Justin Barry, Varadraj Prabhu Gurupur, Sharma V. Thankachan
2019	J	`jnl`	Analysing the power of deep learning techniques over the traditional methods using medicare utilisation and provider data. J. Exp. Theor. Artif. Intell. Varadraj Prabhu Gurupur, Shrirang Ambaji Kulkarni, Xinliang Liu, Usha Desai, Ayan Nasir
2019	J	`jnl`	Disparities in patient record completeness with respect to the health care utilization project. Health Informatics J. Ayan Nasir, Xinliang Liu, Varadraj Prabhu Gurupur, Zaeem Qureshi
2019	J	`jnl`	Multi-Modal Medical Image Fusion With Adaptive Weighted Combination of NSST Bands Using Chaotic Grey Wolf Optimization. IEEE Access C. S. Asha, Shyam Lal, Varadraj Prabhu Gurupur, P. U. Prakash Saxena
2018	—	`conf`	Diagnosing Schizophrenia: A Deep Learning Approach. BCB Justin Barry, Srivathsan Srinivasagopalan, Sharma V. Thankachan, Varadraj Prabhu Gurupur
2018	J	`jnl`	Recent advances in Big Data Analytics, Internet of Things and Machine Learning. Future Gener. Comput. Syst. Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes
2017	J	`jnl`	Design and Evaluation of Integrated Healthcare Informatics. J. Integr. Des. Process. Sci. Thomas T. H. Wan, Varadraj Prabhu Gurupur, Murat M. Tanik
2017	J	`jnl`	Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision. Comput. Biol. Medicine Roshan Joy Martis, Hong Lin, Varadraj Prabhu Gurupur, Steven Lawrence Fernandes
2017	J	`jnl`	Identifying the readiness of patients in implementing telemedicine in northern Louisiana for an oncology practice. Health Informatics J. Varadraj Prabhu Gurupur, Kruparaj Shettian, Peixin Xu, Scott Hines, Mitzi Desselles, Manish Dhawan, Thomas T. H. Wan, Amanda Raffenaud, Lindsey Anderson
2016	J	`jnl`	A New Paradigm to Analyze Data Completeness of Patient Data. Appl. Clin. Inform. Ayan Nasir, Xinliang Liu, Varadraj Prabhu Gurupur
2016	J	`jnl`	An entropy-based evaluation method for knowledge bases of medical information systems. Expert Syst. Appl. Christian F. Hempelmann, Ünal Sakoglu, Varadraj Prabhu Gurupur, Seetaramaraju Jampana
2016	J	`jnl`	Design of Health Information Systems. J. Integr. Des. Process. Sci. Varadraj Prabhu Gurupur, Thomas T. H. Wan, Donna Malvey, Donna J. Slovensky
2016	J	`jnl`	Designing the Right Framework for Healthcare Decision Support. J. Integr. Des. Process. Sci. Varadraj Prabhu Gurupur, Ronaldo Gutierrez
2016	J	`jnl`	Early Skin Cancer Detection Using Computer Aided Diagnosis Techniques. J. Integr. Des. Process. Sci. Steven Lawrence Fernandes, Baisakhi Chakraborty, Varadraj Prabhu Gurupur, G. Ananth Prabhu
2016	J	`jnl`	Transitions of Care: A Patient-Centered Perspective of Health Information Systems That Support Post-Acute Care. J. Integr. Des. Process. Sci. Scott Clark, Shannon Elswick, Meghan Hufstader Gabriel, Varadraj Prabhu Gurupur, Pamela J. Wisniewski
2015	J	`jnl`	Evaluating student learning using concept maps and Markov chains. Expert Syst. Appl. Varadraj Prabhu Gurupur, G. Pankaj Jain, Ramaraju Rudraraju
2014	J	`jnl`	Artificial Intelligence-Based Student Learning Evaluation: A Concept Map-Based Approach for Analyzing a Student's Understanding of a Topic. IEEE Trans. Learn. Technol. G. Pankaj Jain, Varadraj Prabhu Gurupur, Jennifer L. Schroeder, Eileen D. Faulkenberry
2014	J	`jnl`	Erratum to: C-PHIS: A Concept Map-Based Knowledge Base Framework to Develop Personal Health Information Systems. J. Medical Syst. Pramukh R. Karla, Varadraj Prabhu Gurupur
2014	J	`jnl`	Semantic requirements sharing approach to develop software systems using concept maps and information entropy: A Personal Health Information System example. Adv. Eng. Softw. Varadraj Prabhu Gurupur, Ünal Sakoglu, G. Pankaj Jain, Urcun John Tanik
2013	C	`conf`	Artificial Intelligence Based Student Learning Evaluation Tool. EDUCON G. Pankaj Jain, Varadraj Prabhu Gurupur, Eileen D. Faulkenberry
2013	J	`jnl`	C-PHIS: A Concept Map-Based Knowledge Base Framework to Develop Personal Health Information Systems. J. Medical Syst. Pramukh R. Karla, Varadraj Prabhu Gurupur
2013	—	`conf`	Towards a Software Tool for Raising Awareness of Diabetic Foot in Diabetic Patients. HICSS Nida Chammas, Radmila Juric, Nigel Koay, Varadraj Prabhu Gurupur, Sang C. Suh
2012	J	`jnl`	A System for Building Clinical Research Applications using Semantic Web-Based Approach. J. Medical Syst. Varadraj Prabhu Gurupur, Murat M. Tanik
2012	J	`jnl`	An Approach for Building a Personal Health Information System Using Conceptual Domain Knowledge. J. Medical Syst. Varadraj Prabhu Gurupur, Sang C. Suh, Richard R. Selvaggi, Pramukh R. Karla, Jayalekshmi S. Nair, Shilpa Ajit
2012	—	`conf`	Location proofing using identity based encryption and the Google cloud on the mobile applications. ACM Southeast Regional Conference Pramukh R. Karla, Vikhyath Marapadaga, Varadraj Prabhu Gurupur
2006	—	`conf`	Software cultivation using the artificial intelligence design framework. ACM Southeast Regional Conference Varadraj Prabhu Gurupur, Urcun John Tanik
2005	J	`jnl`	An Intelligent Design Framework Proposal Leveraging Axiomatic Design and the Semantic Web. Trans. SDPS Urcun John Tanik, Gary J. Grimes, Varadraj Prabhu Gurupur, Charles J. Sherman