公开(公告)号：US20230025980A1

公开(公告)日：2023-01-26

申请号：US17782497

申请日：2020-12-04

Applicant: Genentech, Inc.

Inventor： Michael Gregg KAWCZYNSKI ,  Jeffrey R. WILLIS ,  Nils Gustav Thomas BENGTSSON ,  Jian DAI ,  Simon Shang GAO

IPC: G06T7/00 ,  G06T3/00 ,  G06T7/187

Abstract: Systems and methods relate to processing optical tomography coherence (OCT) images to predict characteristics of a treatment to be administered to effectively treat age-related macular degeneration. The processing can include pre-processing the image by flattening and/or cropping the image and processing the pre-processed image using a neural network. The neural network can include a deep convolutional neural network. An output of the neural network can indicate a predicted frequency and/or interval at which a treatment (e.g., anti-vascular endothelial growth factor therapy) is to be administered so as to prevent leakage of vasculature in the eye.