Open AccessAnalysis of Cataract Surgery Instrument Identification Performance of Convolutional and Recurrent Neural Network Ensembles Leveraging BigCat
Author(s) -
Nicholas Matton,
Adel Qalieh,
Yibing Zhang,
Anvesh Annadanam,
Alexa Thibodeau,
Tingyang Li,
Anand Shankar,
Stephen T. Armenti,
Shahzad I. Mian,
Bradford Tannen,
Nambi Nallasamy
Publication year - 2022
Publication title -
translational vision science and technology
Language(s) - English
Resource type - Journals
ISSN - 2164-2591
DOI - 10.1167/tvst.11.4.1
Subject(s) - convolutional neural network , computer science , identification (biology) , artificial intelligence , annotation , receiver operating characteristic , machine learning , surgical instrument , pattern recognition (psychology) , medicine , surgery , botany , biology