MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202641072417 A) filed by Koneru Lakshmaiah Education Foundation on June 11, 2026, for Ai-Driven Predictive Analytics Model For Accurate Detection And Staging Of Bone Cancer Using Medical Imaging Data.
Inventors include Guntoju Kalpana Devi; and Mahesh Babu Arrama.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: The present invention discloses an AI-driven predictive analytics model for the accurate detection, classification, and staging of bone cancer using multimodal medical imaging data. The system integrates advanced deep learning techniques, including convolutional neural networks (CNNs), with medical image processing methods to analyze imaging modalities such as X-ray, computed tomography (CT), and magnetic resonance imaging (MRI). The proposed model incorporates preprocessing, segmentation, feature extraction, and classification modules to identify tumor presence and characteristics with high precision. A predictive staging module evaluates tumor size, location, and progression to determine cancer stages based on clinical parameters. Additionally, a data fusion mechanism enhances diagnostic accuracy by combining multiple imaging inputs. The system supports real-time analysis and provides a user-friendly interface for clinical use. The invention improves diagnostic efficiency, reduces human error, and assists healthcare professionals in early detection and effective treatment planning of bone cancer.
Disclaimer: Curated by HT Syndication.
