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A BERT-based medical chatbot architecture that combines contextual natural language processing with an application-level cryptographic protection layer for client-server communication is established; however, clinical safety, external validation, paraphrase-aware leakage analysis, end-to-end latency, and multilingual or voice-based capabilities require further experimental evaluation.