Intellectual Property India Publishes Patent Application for A System And Method For Domain-Constrained Adaptive Hyperparameter Optimization In Deep Learning-Based Brain Tumor Segmentation

MUMBAI, India, Aug. 17 -- Intellectual Property India has published a patent application (202641096828 A) filed by Sanjiv Kumar; Dr. Ankur Dumka; and Dr. Sushil Kumar on August 11, 2026, for A System And Method For Domain-Constrained Adaptive Hyperparameter Optimization In Deep Learning-Based Brain Tumor Segmentation.

Inventors include Sanjiv Kumar; Dr. Ankur Dumka; and Dr. Sushil Kumar.

The application for the patent was published on August 14, 2026, under issue no. 33/2026.

Abstract: The present invention discloses a system and method for domain-constrained adaptive hyperparameter optimization in deep learning-based brain tumor segmentation. The system receives brain MRI images and corresponding segmentation masks and performs preproce...