Intellectual Property India Publishes Patent Application for 'Enhanced Pneumonia Diagnosis Using Mask R-Cnn And Resnet50-Based Deep Learning On Chest X-Rays' Filed by Usha Rani Macigi

MUMBAI, India, Feb. 6 -- Intellectual Property India has published a patent application (202641006673 A) filed by Usha Rani Macigi, Tirupati, Andhra Pradesh, on Jan. 23, for 'enhanced pneumonia diagnosis using mask r-cnn and resnet50-based deep learning on chest x-rays.'

Inventor(s) include Usha Rani Macigi; and G. Girija Rani.

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 study proposes a robust and efficient two-stage deep learning framework aimed at the accurate classification of Chest X-ray images into NORMAL and PNEUMONIA categories. The methodology integrates Mask R-CNN for precise segmentation of lung regions, followed b...