The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 19, 2024
Filed:
Dec. 10, 2020
Applicant:
Howmedica Osteonics Corp., Mahwah, NJ (US);
Inventors:
Jean Chaoui, Locmaria Plouzané, FR;
Manuel Jean-Marie Urvoy, Brest, FR;
Marie-Charlotte Desseroit, Brest, FR;
Assignee:
Howmedica Osteonics Corp., Mahwah, NJ (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 20/40 (2018.01); A61B 5/00 (2006.01); A61B 5/11 (2006.01); A61B 17/14 (2006.01); A61B 17/16 (2006.01); A61B 17/17 (2006.01); A61B 34/00 (2016.01); A61B 34/10 (2016.01); A61B 90/00 (2016.01); A61B 90/92 (2016.01); A61F 2/40 (2006.01); G02B 27/00 (2006.01); G02B 27/01 (2006.01); G06F 3/01 (2006.01); G06F 3/04815 (2022.01); G06F 3/0482 (2013.01); G06F 30/10 (2020.01); G06F 30/20 (2020.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01); G06T 7/55 (2017.01); G06T 11/00 (2006.01); G06T 19/00 (2011.01); G06T 19/20 (2011.01); G09B 5/06 (2006.01); G09B 9/00 (2006.01); G09B 19/00 (2006.01); G09B 23/28 (2006.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 40/20 (2018.01); G16H 40/60 (2018.01); G16H 40/63 (2018.01); G16H 40/67 (2018.01); G16H 50/30 (2018.01); G16H 50/50 (2018.01); G16H 50/70 (2018.01); G16H 70/20 (2018.01); G16H 70/60 (2018.01); G16H 80/00 (2018.01); H04N 13/122 (2018.01); H04N 13/332 (2018.01); A61B 17/00 (2006.01); A61B 17/15 (2006.01); A61B 34/20 (2016.01); A61B 90/50 (2016.01); A61F 2/46 (2006.01); G06F 3/0483 (2013.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G16H 20/40 (2018.01); A61B 5/1114 (2013.01); A61B 5/1121 (2013.01); A61B 5/1127 (2013.01); A61B 5/681 (2013.01); A61B 17/142 (2016.11); A61B 17/1604 (2013.01); A61B 17/1626 (2013.01); A61B 17/1659 (2013.01); A61B 17/1684 (2013.01); A61B 17/1703 (2013.01); A61B 34/10 (2016.02); A61B 34/25 (2016.02); A61B 90/08 (2016.02); A61B 90/36 (2016.02); A61B 90/361 (2016.02); A61B 90/37 (2016.02); A61B 90/39 (2016.02); A61B 90/92 (2016.02); A61F 2/40 (2013.01); A61F 2/4081 (2013.01); G02B 27/0075 (2013.01); G02B 27/017 (2013.01); G02B 27/0172 (2013.01); G06F 3/011 (2013.01); G06F 3/04815 (2013.01); G06F 3/0482 (2013.01); G06F 30/10 (2020.01); G06F 30/20 (2020.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G06T 7/55 (2017.01); G06T 11/00 (2013.01); G06T 19/006 (2013.01); G06T 19/20 (2013.01); G09B 5/06 (2013.01); G09B 9/00 (2013.01); G09B 19/003 (2013.01); G09B 23/28 (2013.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 40/20 (2018.01); G16H 40/60 (2018.01); G16H 40/63 (2018.01); G16H 40/67 (2018.01); G16H 50/30 (2018.01); G16H 50/50 (2018.01); G16H 50/70 (2018.01); G16H 70/20 (2018.01); G16H 70/60 (2018.01); G16H 80/00 (2018.01); H04N 13/122 (2018.05); H04N 13/332 (2018.05); A61B 5/744 (2013.01); A61B 2017/00115 (2013.01); A61B 2017/00119 (2013.01); A61B 2017/00123 (2013.01); A61B 17/151 (2013.01); A61B 17/1775 (2016.11); A61B 17/1778 (2016.11); A61B 2034/102 (2016.02); A61B 2034/104 (2016.02); A61B 2034/105 (2016.02); A61B 2034/107 (2016.02); A61B 2034/108 (2016.02); A61B 2034/2048 (2016.02); A61B 2034/2051 (2016.02); A61B 2034/2055 (2016.02); A61B 2034/2065 (2016.02); A61B 2034/2068 (2016.02); A61B 2034/252 (2016.02); A61B 2034/254 (2016.02); A61B 2090/062 (2016.02); A61B 2090/067 (2016.02); A61B 2090/0801 (2016.02); A61B 2090/0807 (2016.02); A61B 2090/365 (2016.02); A61B 2090/366 (2016.02); A61B 2090/367 (2016.02); A61B 2090/368 (2016.02); A61B 2090/373 (2016.02); A61B 2090/374 (2016.02); A61B 2090/3762 (2016.02); A61B 2090/378 (2016.02); A61B 2090/3937 (2016.02); A61B 2090/3945 (2016.02); A61B 2090/397 (2016.02); A61B 2090/502 (2016.02); A61B 2505/05 (2013.01); A61B 2562/0219 (2013.01); A61F 2002/4011 (2013.01); A61F 2/4606 (2013.01); A61F 2/4612 (2013.01); A61F 2002/4633 (2013.01); A61F 2002/4658 (2013.01); A61F 2002/4668 (2013.01); G02B 2027/0141 (2013.01); G02B 2027/0174 (2013.01); G06F 3/0483 (2013.01); G06N 3/04 (2013.01); G06T 2200/24 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20036 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30008 (2013.01); G06T 2207/30052 (2013.01); G06T 2207/30204 (2013.01); G06T 2210/41 (2013.01); G06T 2219/2004 (2013.01); G06V 2201/03 (2022.01); G16H 50/20 (2018.01);
Abstract
A computing system generates a plurality of training datasets from past shoulder surgery cases and uses the plurality of training datasets to train a neural network. Each output layer neuron in a plurality of output layer neurons of the neural network corresponds to a different class in one or more shoulder pathology classification systems. The computing system may obtain a current input vector that corresponds to a current patient. Additionally, the computing system may apply the neural network to the current input vector to generate a current output vector. The computing system may determine, based on the current output vector, a recommended type of shoulder surgery for the current patient.