MUMBAI, India, Jan. 8 -- Intellectual Property India has published a patent application (202511104259 A) filed by Lovely Professional University, Phagwara, Punjab, on Oct. 29, 2025, for 'computer-implemented pneumonia detection system.'
Inventor(s) include Soosan Chhabra; Monica Gulati; Dr. Chandra Mohan; and Dr. Sorabh Lakhanpal.
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 computer-implemented pneumonia detection system comprises of a feature extraction module 101 employing a pre-trained MobileNetV3 network configured to generate deep feature representations from chest X-ray images, a classification module 103 based on Matching Networks configured to perform one-shot or few-shot classification using a limited number of labeled examples, a diagnostic controller 104 configured to integrate outputs of the feature extraction module 101 and the classification module 103 to produce Diagnostic prediction 102 for multiple classes including COVID-19, pneumonia, and normal conditions, a fusion mechanism of MobileNetV3-derived features and metric-based Matching Network learning configured to enhance diagnostic accuracy under data-scarce conditions, an adaptability 105 module configured to enable retraining or fine-tuning for additional disease categories, an ablation component 106 configured to quantify contributions of each module and demonstrate performance gains over baseline models."
Disclaimer: Curated by HT Syndication.
