MUMBAI, India, Jan. 7 -- Intellectual Property India has published a patent application (202511104254 A) filed by Lovely Professional University, Phagwara, Punjab, on Oct. 29, 2025, for 'system for early detection of diabetes using data mining.'
Inventor(s) include Dr. Gaurav Sethi; Dr. Nitin Bhardwaj; Dr. Deepak Prashar; and Dr. Pavitar Parkash Singh.
The application for the patent was published on Dec. 12, under issue no. 50/2025.
According to the abstract released by the Intellectual Property India: "A system for early detection of diabetes using data mining comprises of a data acquisition module configured to collect patient records including demographic and clinical symptom data, a data analysis engine employing an Apriori-based association mining to process the dataset and identify interrelated symptom patterns, a statistical evaluation component configured to compute support, confidence, and lift parameters for identified associations, a correlation identification unit adapted to determine a set of symptoms whose co-occurrence exceeds a predetermined diabetes risk threshold, a risk assessment interface configured to generate and display a diabetes risk indicator based on said co-occurring symptoms, the system enables accurate and early detection of diabetes risk by analyzing complex symptom relationships, provides statistical validation for prediction accuracy, assists healthcare professionals through early alerts and recommendations, and continuously improves its diagnostic capability through adaptive data-driven learning."
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