Varadraj Prabhu Gurupur

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 25

Top Topics

Health Information

Health Information Systems

Patient Records

Top Venues

J. Integr. Des. Process. Sci.

J. Exp. Theor. Artif. Intell.

Expert Syst. Appl.

Publications

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) (2023)
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)
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) (2023)
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) (2023)
Elakkat D. Gireesh, Varadraj Prabhu Gurupur
Information Entropy Measures for Evaluation of Reliability of Deep Neural Network Results. Entropy 25 (4) (2023)
Muhammed Shelleh, Varadraj Prabhu Gurupur
PC-LSTM: Ontology-based Long Short-Term Memory State Model for Data Incompleteness Prediction. EMBC (2022)
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 (2021)
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)
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) (2021)
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 (2020)
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 (2019)
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)
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) (2019)
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) (2019)
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 (2018)
Justin Barry, Srivathsan Srinivasagopalan, Sharma V. Thankachan, Varadraj Prabhu Gurupur
Diagnosing Schizophrenia: A Deep Learning Approach. BCB (2018)
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 (2017)
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) (2017)
Thomas T. H. Wan, Varadraj Prabhu Gurupur, Murat M. Tanik
Design and Evaluation of Integrated Healthcare Informatics. J. Integr. Des. Process. Sci. 21 (3) (2017)
Varadraj Prabhu Gurupur, Ronaldo Gutierrez
Designing the Right Framework for Healthcare Decision Support. J. Integr. Des. Process. Sci. 20 (1) (2016)
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 (2016)
Scott Clark, Shannon Elswick, Meghan Hufstader Gabriel, Varadraj Prabhu Gurupur, Pamela Wisniewski
Transitions of Care: A Patient-Centered Perspective of Health Information Systems That Support Post-Acute Care. J. Integr. Des. Process. Sci. 20 (1) (2016)
Varadraj Prabhu Gurupur, Thomas T. H. Wan, Donna Malvey, Donna J. Slovensky
Design of Health Information Systems. J. Integr. Des. Process. Sci. 20 (1) (2016)
Ayan Nasir, Xinliang Liu, Varadraj Prabhu Gurupur
A New Paradigm to Analyze Data Completeness of Patient Data. Appl. Clin. Inform. 7 (03) (2016)
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) (2016)
Varadraj Prabhu Gurupur, G. Pankaj Jain, Ramaraju Rudraraju
Evaluating student learning using concept maps and Markov chains. Expert Syst. Appl. 42 (7) (2015)
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 (2014)
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) (2014)
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) (2014)
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) (2013)
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)
G. Pankaj Jain, Varadraj Prabhu Gurupur, Eileen D. Faulkenberry
Artificial Intelligence Based Student Learning Evaluation Tool. EDUCON (2013)
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) (2012)
Varadraj Prabhu Gurupur, Murat M. Tanik
A System for Building Clinical Research Applications using Semantic Web-Based Approach. J. Medical Syst. 36 (1) (2012)
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)
Varadraj Prabhu Gurupur, Urcun John Tanik
Software cultivation using the artificial intelligence design framework. ACM Southeast Regional Conference (2006)
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) (2005)