Prabhu Manickam Natarajan

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MACHINE LEARNING MODELS FOR PREDICTING TREATMENT OUTCOMES IN PERIODONTAL THERAPY: LASER VS. CURETTAGE

Prabhu Manickam Natarajan

Stomatology

Bulletin of Stomatology and Maxillofacial Surgery, 2025, 11-16

ISSN: 1829-006X

DOI: 10.58240/1829006X-2025.21.10-11

FORECASTING POST-PERIODONTAL SURGERY HEALING USING FEDERATED DQN MODELS: WHEN REINFORCEMENT LEARNING ISN'T ENOUGH

Prabhu Manickam Natarajan

Stomatology

Bulletin of Stomatology and Maxillofacial Surgery, 2025, 5-10

ISSN: 1829-006X

DOI: 10.58240/1829006X-2025.21.10-5

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

Prabhu Manickam Natarajan

Stomatology

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

ISSN: 1829-006X

DOI: 10.58240/1829006X-2025.21.9-335

SYNTHETIC CBCT GENERATION OF ALVEOLAR BONE DEFECTS USING DIFFUSIONAUTOENCODERS WITHOUT TRAINING DATA

Prabhu Manickam Natarajan

Stomatology

Bulletin of Stomatology and Maxillofacial Surgery, 2025, 311-316

ISSN: 1829-006X

DOI: 10.58240/1829006X-2025.21.9-311