MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202611040327 A) filed by Galgotias University on March 30, 2026, for A System And Method For Predicting Cancer Treatment Response Using Genomic Data And Machine Learning Techniques.
Inventor includes Dr. Satheesh Kumar B..
The application for the patent was published on July 10, 2026, under issue no. 28/2026.
Abstract: The present invention relates to a system and method for predicting cancer treatment responses using genomic data and machine learning techniques. The system utilizes publicly available genomic datasets and applies preprocessing, feature engineering, and model optimization to develop predictive models. Multiple machine learning algorithms, including Support Vector Machines, k- Nearest Neighbours, Random Forest, and ensemble methods, are implemented. A hybrid model combining SVM and KNN is proposed to improve predictive accuracy by capturing both global and local data patterns. The system further incorporates explainable AI techniques to interpret model predictions and identify significant genomic biomarkers. The invention assists clinicians in making informed decisions by providing accurate and personalized treatment predictions, thereby advancing precision oncology and improving patient outcomes.
Disclaimer: Curated by HT Syndication.
