公开(公告)号：US20220071510A1

公开(公告)日：2022-03-10

申请号：US17424379

申请日：2020-01-21

Applicant: UNIVERSITEIT ANTWERPEN

Inventor： Joris DIRCKX ,  Sam VAN DER JEUGHT

IPC: A61B5/107 ,  A61B1/227 ,  A61B1/04 ,  A61B1/06 ,  A61B1/00 ,  A61B5/00 ,  G06T7/521

Abstract: A method for obtaining a three-dimensional map of an eardrum includes the steps of i) obtaining a two-dimensional representation of a reflection comprising a deformed illumination pattern of a structured illumination pattern projected onto the eardrum; and ii) constructing by a trained deep learning model the three-dimensional map based on the reflection. The deep learning model is further trained by a training dataset comprising a plurality of height maps and corresponding two-dimensional representations of a reflection comprising a deformed illumination pattern.