Intellectual Property India Publishes Patent Application for 'A Hybrid Analytical System For Systematic Evaluation Of Machine Learning And Deep Learning Models In Gastrointestinal Disease Detection' Filed by Sr University, Warangal

MUMBAI, India, Feb. 6 -- Intellectual Property India has published a patent application (202641007112 A) filed by Sr University, Warangal, Telangana, on Jan. 24, for 'a hybrid analytical system for systematic evaluation of machine learning and deep learning models in gastrointestinal disease detection.'

Inventor(s) include Muddaraveni Srikanth; Dr. Santosh Kumar Henge; and Dr. D Sunitha.

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: "This invention presents a hybrid analytical system for systematic evaluation of Machine Learning and Deep Learning models used in gastrointestinal disease detection. The system integrates preprocessing, model execution, performance evaluation, comparative analytics, and automated reporting. It unifies ML and DL evaluation under a standardized metric-based framework. The system improves reproducibility, scalability, and clinical relevance in selecting diagnostic models. It serves as an end-to-end analytical platform for reliable GI disease detection benchmarking."

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