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A real-time spatiotemporal AI model analyzes skill in open surgical videos

Emmett D. Goodman , Krishna K. Patel , Yilun Zhang , William Locke , Chris J. Kennedy , Rohan Mehrotra , Stephen Ren , Melody Guan , Maren Downing , Hao Wei Chen , Jevin Z. Clark , Gabriel A. Brat , Serena Yeung

* 22 pages, 4 main text figures, 7 extended data figures, 4 extended data tables 

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Tracking e-cigarette warning label compliance on Instagram with deep learning

Chris J. Kennedy , Julia Vassey , Ho-Chun Herbert Chang , Jennifer B. Unger , Emilio Ferrara

* 9 pages, 3 figures 

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Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application

Chris J. Kennedy , Geoff Bacon , Alexander Sahn , Claudia von Vacano

* 35 pages, 10 figures 

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