Výsledky vyhledávání - "Nicholas Matton"

Akademický článek

CatStep: Automated Cataract Surgical Phase Classification and Boundary Segmentation Leveraging Inflated 3D-Convolutional Neural Network Architectures and BigCat

Autor: Ossama Mahmoud, BSc, Han Zhang, BSc, Nicholas Matton, MS, Shahzad I. Mian, MD, Bradford Tannen, MD, JD, MBA, Nambi Nallasamy, MD

Publikováno v: Ophthalmology Science, Vol 4, Iss 1, Pp 100405- (2024)

Objective: Accurate identification of surgical phases during cataract surgery is essential for improving surgical feedback and performance analysis. Time spent in each surgical phase is an indicator of performance, and segmenting out specific phases

Externí odkaz: https://doaj.org/article/5037c4a4b70241bfadcff68b9602d31b

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Analysis of Cataract Surgery Instrument Identification Performance of Convolutional and Recurrent Neural Network Ensembles Leveraging BigCat

Autor: Nicholas Matton, Adel Qalieh, Yibing Zhang, Anvesh Annadanam, Alexa Thibodeau, Tingyang Li, Anand Shankar, Stephen Armenti, Shahzad I. Mian, Bradford Tannen, Nambi Nallasamy

Publikováno v: Translational Vision Science & Technology. 11:1

To develop a method for accurate automated real-time identification of instruments in cataract surgery videos.Cataract surgery videos were collected at University of Michigan's Kellogg Eye Center between 2020 and 2021. Videos were annotated for the p

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::afd2a079945b2ee6d0bc085d47bdbbdd
https://doi.org/10.1167/tvst.11.4.1

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