US Patent Issued to TATA CONSULTANCY SERVICES on March 31 for "Identifying cardiac abnormalities in multi-lead ECGs using hybrid neural network with fulcrum based data re-balancing" (Indian Inventors)

ALEXANDRIA, Va., March 31 -- United States Patent no. 12,588,853, issued on March 31, was assigned to TATA CONSULTANCY SERVICES Ltd. (Mumbai, India).

"Identifying cardiac abnormalities in multi-lead ECGs using hybrid neural network with fulcrum based data re-balancing" was invented by Varsha Sharma (Kolkata, India), Ayan Mukherjee (Kolkata, India), Murali Poduval (Mumbai, India), Sundeep Khandelwal (Noida, India), Anirban Dutta Choudhury (Kolkata, India) and Chirayata Bhattacharyya (Kolkata, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "State of art techniques hardly provide data balancing for multi-label multi-class data. Embodiments of the present disclosure provide a method and system for identifyi...