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Gayathri Hegde M

Observed names: M Gayathri Hegde, M. Gayathri Hegde
Observed institution: Bangalore University
ORCID: 0000-0003-4047-7762
Observed ORCID: 0000-0003-4047-7762
OpenAlex ID: A5038289370
A Privacy-Preserving Federated Learning Method with Homomorphic Encryption for Chronic Kidney Disease Stage Prediction
2025 · M. Gayathri Hegde, B. Ruthvika, et al. · Engineering Technology & Applied Science Research · 14
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A Deep Learning Framework for Chronic Kidney Disease stage classification
2025 · Gayathri Hegde M, P Deepa Shenoy, et al. · Healthcare Analytics · 10
A Comparative Study of Neural Network and Machine Learning on Privacy Preserving Federated Learning for Healthcare Applications
2023 · M Gayathri Hegde, P Deepa Shenoy, et al. · IEEE Technology & Engineering Management Conference - Asia Pacific (TEMSCON-ASPAC) · 10
Analysis of Secure EHR Storage Methods on Blockchain and Integrating ML to Predict Chronic Kidney Disease
2022 · Gayathri Hegde M, Shrishti Bekal M, et al. · IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE) · 7
Preserving Privacy and Security of Electronic Health Records using Blockchain-based Federated Learning (BFL) Framework
2023 · Gayathri Hegde M, Shrishti Bekal M, et al. · IEEE Region Humanitarian Technology Conference · 6
Performance Analysis of Real and Synthetic Data using Supervised ML Algorithms for Prediction of Chronic Kidney Disease
2022 · Gayathri Hegde M, P Deepa Shenoy, et al. · IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) · 3
A WebApp Framework for the prediction of e-GFR value and CKD stage using Regression-based Machine Learning Algorithms
2024 · M Gayathri Hegde, Priyanka S Marellavar, et al. · IEEE India Council International Subsections Conference (INDISCON) · 2
Safeguarding Electronic Health Records: A Review of Privacy and Security in EHR Workflows
2025 · Gayathri Hegde M, P. Deepa Shenoy, et al. · Journal of Computer Science
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Two-level Security Approach for Secure EHR Sharing via Blockchain and Cryptography
2025 · Gayathri Hegde M, P Deepa Shenoy, et al. · International Journal of Advanced Engineering and Management Research
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Works count: 9
Citation count: 52
H-index: 5
I10-index: 3
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