MUMBAI, India, May 29 -- Intellectual Property India has published a patent application (202631043318 A) filed by Narula Institute Of Technology, Kolkata, West Bengal, on April 4, for 'lucas-psan integrated hardware-software system and method for predictive staging of lung cancer using supervised machine learning.'
Inventor(s) include Ritama Sharma; Ankita Barua; Sohinee Mondal; and Soumyadeep Bhowmik.
The application for the patent was published on May 29, under issue no. 22/2026.
According to the abstract released by the Intellectual Property India: "The present invention discloses LUCAS-PS, an integrated hardware-software system and method for the high-precision predictive staging of lung cancer using a hybrid supervised machine learning framework. The system comprises a data acquisition module for capturing multi-modal patient data, a computing unit, and a dual-module machine learning engine. By utilizing an optimization pipeline that includes Support Vector Machines (SVM) for stage categorization and gradient boosting regression for progression forecasting, the system achieves an experimental staging accuracy of 93.33%. The invention effectively bridges the gap between software-based diagnostic models and clinical hardware, providing an automated, objective platform that supports early disease identification and personalized treatment planning within existing hospital information systems."
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