Author

Ramesh P. Nayakar

2 papers indexed here

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Review Open access Oct 2026

Accuracy of Ai-Driven Detection of Marginal Bone Loss Around Dental Implants Through Intra-Oral Radiographic Analysis- A Systematic Review

Purpose: Over the last decade, AI has witnessed considerable innovation to aid digital dentistry. AI has been evolving as a vital component in providing faster and effective healthcare as an auxiliary tool. Considering the work in implantology, research is going on regarding the application of AI for diagnosis and trea...

Pranav Ghalsasi, Ramesh P. Nayakar, Veena Benakatti et al. · International Journal of Dru... · 0 citations

Open access Sep 2026

Multi-stage generative enhancement and foundation model framework for automated dental implant identification: assessing the preprocessing paradox

Artificial intelligence-based image analysis is transforming medical diagnosis; however, its clinical usefulness is limited by inherent noise and the quality of available medical datasets. Recent advances in generative AI promise to improve image quality through denoising, enhanced resolution, and more. This study appl...

Veena Benakatti, Ramesh P. Nayakar, Mallikarjun Anandhalli · Frontiers of Computer Scienc... · 0 citations