MUMBAI, India, Feb. 6 -- Intellectual Property India has published a patent application (202631008399 A) filed by Dr. Ranjan Ghosh, Kolkata, West Bengal, on Jan. 28, for 'computer-implemented modular mental-health clinical decision-support system with hybrid rule-and-machine-learning inference and emr/telehealth integration.'
Inventor(s) include Dr. Ranjan Ghosh.
The application for the patent was published on Feb. 6, under issue no. 06/2026.
According to the abstract released by the Intellectual Property India: "Computer-Implemented Modular Mental-Health Clinical Decision-Support System with Hybrid Rule-and-Machine-Learning Inference and EMR/Telehealth Integration A computer-implemented mental-health clinical decision-support system is disclosed for EMR-integrated assessment and triage. The system stores a library of machine-readable assessment modules, maintains an encounter state, receives encounter input data comprising item-level questionnaire responses and at least one of demographic/contextual data or EMR-derived clinical-history data, and derives feature representations. A module orchestration engine selects an initial module set and a next module based on predetermined policy rules. A hybrid inference stage combines deterministic rule outputs, including safety rules for high-risk states, with outputs of one or more trained machine-learning models using a precedence in which safety-rule outcomes override non-safety outcomes. The system generates a structured diagnostic-support data object comprising administered module identifiers, module-level results, an overall risk classification and a triage category and/or workflow-step recommendation for clinician review, and transmits the data object to an external EMR system via a secure interface using an encounter-linked idempotency key to prevent duplicate write-backs."
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