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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 12515602 B1

PDFFull Text
Date of Patent:
Jan. 06, 2026

Filed:

Jul. 13, 2021

Methods and systems of predicting total loss events

Applicant:

Cambridge Mobile Telematics Inc., Cambridge, MA (US);

Inventors:

Yuting Qi, Lexington, MA (US);

Cornelius Young, Needham, MA (US);

Rizki Syarif, Lexington, MA (US);

Burak Erem, Lexington, MA (US);

Assignee:

Cambridge Mobile Telematics Inc., Cambridge, MA (US);

Attorney:

Kilpatrick Townsend & Stockton LLP

Primary Examiner:

Kamran Afshar

Assistant Examiner:

Steven undefined Phung

Int. Cl.
CPC ...
B60R 21/013 (2006.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06Q 10/20 (2023.01); G06Q 30/02 (2023.01); G06Q 40/08 (2012.01); G07C 5/00 (2006.01); H04W 4/38 (2018.01); H04W 4/40 (2018.01); H04W 4/48 (2018.01);
U.S. Cl.
CPC ...
B60R 21/013 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 30/0278 (2013.01); G06Q 40/08 (2013.01); G07C 5/008 (2013.01); H04W 4/40 (2018.02); G06Q 10/20 (2013.01);
Abstract

A mobile device detects a crash event using one or more sensors of a mobile device. The mobile device records a first set of data from the one or more sensors of the mobile device. The mobile device generates a first feature vector including the first set of data and vehicle data that includes an identifier of a vehicle. The mobile device generates a second feature vector using the first set of data and additional data types. The mobile device predicts a confidence of a total loss event by generating a first confidence value from a first machine-learning model using the first feature vector and a second confidence value from a second machine-learning model using the second feature vector.

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Quick Actions:

Qi, Yuting. (2026). Methods and systems of predicting total loss events (U.S. Patent No. 12515602). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12515602

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