Vinayakumar Ravi

Employment

• Prince Mohammad bin Fahd University Assistant Research Professor
  2020 - Present
• Cincinnati Children's Hospital Medical Center Research Fellow
  2019 - 2020
• Amrita Vishwa Vidyapeetham Research Associate
  2014 - 2019

Education

• Amrita Vishwa Vidyapeetham PhD
  2015 - 2018

Projects & Funding

Projects & funding information is unavailable.

Publications (266)

• A hybrid framework for ECG derived breathing pattern classification using signal decomposition method and AI algorithms
  Biomedical Signal Processing and Control 2026 DOI: 10.1016/j.bspc.2026.111162
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• Calibrated approximate nearest-neighbor retrieval for recommender systems: Fidelity, rank retention, and modality trade-offs
  Information Systems 2026 DOI: 10.1016/j.is.2026.102797
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• Diabetic foot ulcer classification using an enhanced coordinate attention integrated ConvNext model
  Physical and Engineering Sciences in Medicine 2026 DOI: 10.1007/s13246-025-01692-1
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• HEDP-WBAN: Homomorphic Encryption and Differential Privacy for Secure Edge-Based WBANs
  Journal of Signal Processing Systems 2026 DOI: 10.1007/s11265-026-01991-0
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• Multi-scale adaptive fusion network for retinal layer and fluid segmentation in optical coherence tomography B-scans
  Scientific Reports 2026 DOI: 10.1038/s41598-026-44006-5
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• Retraction Note: New Approach for Advanced Energy Efficiency in MANET (AEE-M) by Improving Optimized Link State Routing Protocol Version 2 (OLSRv2)
  Wireless Personal Communications 2026 DOI: 10.1007/s11277-026-11966-w
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• Semi-automatic approach utilizing Siamese Neural Network for forensic voice comparison
  Franklin Open 2026 DOI: 10.1016/j.fraope.2026.100527
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• Hyperparameter optimized deep learning models for multiclass oral lesion classification in proprietary histopathological image Data
  Franklin Open 2025 DOI: 10.1016/j.fraope.2025.100437
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• AHCL: AI-based real-time hidden video stream identification platform
  Journal of Asian Scientific Research 2025 DOI: 10.55493/5003.v15i4.5751
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• Artificial Intelligence Techniques Enabled Soil Moisture Estimation Frameworks Using Remote Sensing Satellite Images: Challenges and Future Directions‐ Review
  WIREs Data Mining and Knowledge Discovery 2025 DOI: 10.1002/widm.70032
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