Michael M Mathias from 2070 Fountain Cir, Lambertville, MI 48144, age 80, Phone: 7345680140

Us Patents

Automated Identification And Grading Of Intraoperative Quality
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US Patent:

20200258616, Aug 13, 2020
Filed:

Dec 6, 2019
Appl. No.:

16/705371
Inventors:

- Ann Arbor MI, US
- Boston MA, US
Francis D. Pagani - South Lyon MI, US
Michael R. Mathias - Ann Arbor MI, US
Jason J. Corso - Chelsea MI, US
Roger Daglius Dias - Cambridge MA, US
Emily Mower Provost - Ann Arbor MI, US
International Classification:

G16H 40/20
G16H 10/60
H04N 21/44
H04N 21/439
G06N 3/08
G06N 20/20
G06N 20/10
Abstract:

Embodiments described herein relate, inter alia, to receiving one or more segments of a digital recording, wherein the one or segments include video and/or audio data of a surgical procedure; analyzing, via a video/audio understanding model, the one or more segments to (i) characterize a plurality of independent features associated with a technical skill and/or a non-technical practice that are evident in the one or more segments and (ii) determine a higher-order pattern based upon analyzing a group of at least two of the plurality of independent features; comparing the higher-order pattern to ratings data associated to outcomes following one or more surgical procedures; and automatically generating a quality score based upon the comparing, wherein the quality score is predictive of an assessment of the technical skill and/or non-technical practice.

Googleplus

Michael Mathias

Work:

New-Tech Packaging - Vice President (2004)
Xpedx (International Paper) - Packaging Solutions (1996-2004)
Zellerbach (Mead) - Packaging Solutions (1996-1998)

Education:

St Louis University - Masters in International Business, Heidelberg University - BA in Music

Michael Mathias

Work:

Self - Author

About:

I am a 42 year old fantasy author. In my past, I spent several years in a Texas prison for drug possession. While I was there, I wrote several full length novels, and read several hundred more. 'T...

Tagline:

Bestselling Fantasy Author/Master Wizard