ALEXANDRIA, Va., Jan. 20 -- United States Patent no. 12,530,766, issued on Jan. 20, was assigned to The Chinese University of Hong Kong (Hong Kong).

"Clinic-driven multi-label classification framework for medical images" was invented by Pheng Ann Heng (Hong Kong) and Yuhan Zhang (Hong Kong).

According to the abstract* released by the U.S. Patent & Trademark Office: "Machine-learning systems and methods can perform multi-label classification of medical images in a clinical context. A system can incorporate a triplet attention network that combines category-attention, self-attention, and cross-attention to learn high-quality label embeddings by mining effective information from medical images. The set of labels can include a single "hybrid"...