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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.:

US 11872069 B1

PDFFull Text
Date of Patent:
Jan. 16, 2024

Filed:

Mar. 08, 2021

Method for providing fracture-detection tool

Applicant:

Chang Gung Memorial Hospital, Linkou, Taoyuan, TW;

Inventors:

Chi-Hung Lin, New Taipei, TW;

Kevin C. Chung, Taoyuan, TW;

Chang-Fu Kuo, Taoyuan, TW;

Assignee:

Chang Gung Memorial Hospital, Linkou, Taoyuan, TW;

Attorney:

Schwegman Lundberg & Woessner, P.A.

Primary Examiner:

Colin T Sakamoto

Assistant Examiner:

Andrew W Begeman

Int. Cl.
CPC ...
A61B 6/00 (2006.01); G06N 3/08 (2023.01); G16H 50/20 (2018.01); G16H 30/20 (2018.01); G06V 10/776 (2022.01); G06N 3/04 (2023.01); G06F 18/21 (2023.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 10/778 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
A61B 6/505 (2013.01); G06F 18/217 (2023.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 10/778 (2022.01); G06V 10/82 (2022.01); G16H 30/20 (2018.01); G16H 50/20 (2018.01);
Abstract

A method includes a step of obtaining plural pieces of training data each of which includes a different radiographic image of a bone and each of which has a label indicating one of an overt fracture, an occult fracture and no fracture, a step of using the plural pieces of training data to pre-train a deep convolutional network (DCN) model to obtain a preliminary DCN model, a step of determining a subset of the plural pieces of training data by at least excluding any piece of training data that has a label indicating occult fracture, and a step of using the subset to train the preliminary DCN model to obtain a first DCN model.

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Lin, Chi-Hung. (2024). Method for providing fracture-detection tool (U.S. Patent No. 11872069). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11872069

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