公开(公告)号：US12097050B2

公开(公告)日：2024-09-24

申请号：US17434333

申请日：2020-02-27

Applicant: UNIVERSITY OF IOWA RESEARCH FOUNDATION

Inventor： Stephen Baek ,  Yusen He ,  Xiaodong Wu ,  Yusung Kim ,  Bryan G. Allen ,  John Buatti ,  Brian J. Smith

IPC: A61B5/00 ,  G06T7/11

CPC classification number: A61B5/7264 ,  A61B5/7275 ,  G06T7/11 ,  G06T2200/04 ,  G06T2207/10081 ,  G06T2207/10104 ,  G06T2207/20084 ,  G06T2207/30096

Abstract: Methods and systems for image segmentation and analysis are described. A predictive model may be trained to identify and/or extract a rich set of image features with extensive prognostic value. For example, the predictive model may be trained to identify and/or extract features that that may be visualized to identify areas of interest (e.g., high-risk regions, etc.) within or adjacent to an object of interest, such a tumor. The predictive model may be trained to identify and/or extract features that that may predict a health related outcome, such as cancer patient survival/death, and modify therapeutic outcomes, such as diagnosis and treatment.