Invention Grant
- Patent Title: System and method for analyzing three-dimensional image data
-
Application No.: US17079957Application Date: 2020-10-26
-
Publication No.: US11783476B2Publication Date: 2023-10-10
- Inventor: William Lotter
- Applicant: DeepHealth, Inc.
- Applicant Address: US MA Cambridge
- Assignee: DeepHealth, Inc.
- Current Assignee: DeepHealth, Inc.
- Current Assignee Address: US MA Cambridge
- Agency: Quarles & Brady LLP
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G06K9/00 ; G06K9/32 ; G06T5/40 ; G16H50/20 ; A61B6/00 ; A61B6/02 ; G06N3/04 ; G06V20/64 ; G06N3/045

Abstract:
The present disclosure provides a method for determining a malignancy likelihood score for breast tissue of a patient. The method includes receiving a plurality of two-dimensional images of the breast tissue, the two-dimensional images being derived from a three-dimensional image of the breast tissue, for each two-dimensional image, providing the two-dimensional image to a first model including a first trained neural network, and receiving a number of indicators from the first model, each indicator being associated with a two-dimensional image included in the plurality of two-dimensional images, generating a synthetic two-dimensional image based on the number of indicators and at least one of the plurality of two-dimensional images, providing the synthetic two-dimensional image to a second model including a second trained neural network, receiving a malignancy likelihood score from the second model, and outputting a report including the malignancy likelihood score to at least one of a memory or a display.
Public/Granted literature
- US20210125334A1 System and Method for Analyzing Three-Dimensional Image Data Public/Granted day:2021-04-29
Information query