公开(公告)号：US11734819B2

公开(公告)日：2023-08-22

申请号：US16934538

申请日：2020-07-21

Applicant: Merative US L.P.

Inventor： Aly Mohamed ,  Maria Victoria Sainz de Cea ,  David Richmond

IPC: G06T7/00 ,  G16H50/20 ,  G16H50/30 ,  G06F18/214

CPC classification number: G06T7/0012 ,  G06F18/214 ,  G16H50/20 ,  G16H50/30 ,  G06T2207/10116 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30068

Abstract: An AI system may receive an image. The AI system may include a first AI model trained using labeled training images including images from prior mammograms to predict cancer and a second AI model trained using labeled training images including images from current mammograms to classify mammogram images. The second AI model may be initialized using the weights of the first AI model using transfer learning. The AI system may receive a classification output indicating a likely current breast cancer diagnosis or a likelihood of the user to develop breast cancer in the future.