David P Mackey

US Patent:

20200302099, Sep 24, 2020

Filed:

Mar 20, 2020

Appl. No.:

16/825358

Inventors:

- Wilmington MA, US
Patrick G. Heck - Needham MA, US
Lydia Gregoret - Concord MA, US
Xiaowei Chen - Lexington MA, US
Joseph O. St. Cyr - Salem NH, US
David Mackey - Concord MA, US

International Classification:

G06F 30/27
H04R 25/00
G06F 30/12

Abstract:

A computer-implemented method to create a model used for fabrication of a device configured for placement in an anatomical cavity of a wearer may include first selecting training data and/or testing data by obtaining feedback and data for a plurality of devices fabricated for a plurality of subjects, wherein each of the plurality of devices are fabricated based on a three-dimensional scan of an anatomical cavity of one of the plurality of subjects. The training data set is used to train a machine learning model for transforming a three-dimensional scan of an anatomical cavity to a three-dimensional representation of a device for fabrication.