- 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
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.
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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...