Bhuminathan Swamikannu

Bharath University

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PERIODONTAL-AI HARMONIZATION PROTOCOL (PAIHP): A MODULAR FRAMEWORK FOR STANDARDIZING AI PIPELINES IN PERIODONTAL CLINICAL

Prabhu Manickam Natarajan, Bhuminathan Swamikannu, Pradeep Yadalam, V. Priya, Balasubramaniam V

Stomatology

Bulletin of Stomatology and Maxillofacial Surgery, 2025, 335-347

ISSN: 1829-006X

DOI: 10.58240/1829006X-2025.21.9-335

FEDERATED DEEP Q-LEARNING WITH SELF-SUPERVISED ENCODING AND RAG-BASED REWARD SHAPING FOR LASER TREATMENT RECOMMENDATION

Prabhu Manickam Natarajan, Bhuminathan Swamikannu, Pradeepkumar yadalam yadalam, Nandini MS

Stomatology

Bulletin of Stomatology and Maxillofacial Surgery, 2025, 73-79

ISSN: 1829-006X

DOI: 10.58240/1829006X-2025.21.9-73