Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning.

Erim Yanik Uwe Krüger Xavier Intes Rahul Rahul Suvranu De

Published in: CoRR (2022)

Keyphrases

deep learning
formative assessment
unsupervised learning
formative evaluation
machine learning
unsupervised feature learning
deep architectures
restricted boltzmann machine
student learning
mental models
multiscale
weakly supervised
decision trees
learning environment
pairwise
higher order