ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,444,049, issued on Oct. 14, was assigned to TATA CONSULTANCY SERVICES Ltd. (Mumbai, India).
"Method and system for semi-supervised domain adaptation based universal lesion detection" was invented by Manu Sheoran (Noida, India), Monika Sharma (Noida, India) and Lovekesh Vig (Noida, India).
According to the abstract* released by the U.S. Patent & Trademark Office: "The present disclosure detects lesions in different datasets using a semi-supervised domain adaptation manner with very few labeled target samples. Conventional approaches suffer due to domain-gap between source and target domain. Initially, the system receives an input image, and extracts a plurality of multi-scale feature ...