MUMBAI, India, May 1 -- Intellectual Property India has published a patent application (202641051238 A) filed by Sr University, Warangal, Telangana, on April 22, for 'computer-implemented method for calibrated clinical decision support utilizing multi-method explainability.'
Inventor(s) include Palakala Poojitha; and Dr P Praveen.
The application for the patent was published on May 1, under issue no. 18/2026.
According to the abstract released by the Intellectual Property India: "The invention relates to a computer-implemented method (100) for calibrated clinical decision support utilizing multi-method explainability, wherein the method comprises receiving patient-related data (102) from one or more data sources and processing the data using a preprocessing module (104) to generate structured data. A predictive modeling module (106) generates clinical predictions along with corresponding confidence scores. A calibration module (108) adjusts the confidence scores using one or more calibration techniques to align predicted probabilities with actual outcomes. An explainability module (110) applies multiple explainability techniques to generate a plurality of explanations corresponding to the predictions. A fusion module (112) integrates the calibrated confidence scores and explanations to produce a unified clinical decision output, which is presented through a user interface module (114), thereby enabling reliable, interpretable, and transparent clinical decision support for improved decision-making."
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