Intellectual Property India Publishes Patent Application for Node-Level Adaptive Hybrid Class Balancing For Swarm Learning-Based Histopathological Image Classification

MUMBAI, India, Nov. 6 -- Intellectual Property India has published a patent application (202641129591 A) filed by Christ University on October 30, 2026, for Node-Level Adaptive Hybrid Class Balancing For Swarm Learning-Based Histopathological Image Classification.

Inventors include Ms. Varshini S; Dr. Fr. Jossy George; and Dr. Kamal Upreti.

The application for the patent was published on November 06, 2026, under issue no. 45/2026.

Abstract: A system and method in distributed machine learning classify histopathological images as benign or malignant using peer-connected computing nodes. Each node determines local class frequencies and uses the same local class distribution for inverse-frequency weighted random sampling and class-weighted c...