Ilker Gurcan

Surgical Activities Recognition Using Multi-scale Recurrent Networks

Recently, surgical activity recognition has been receiving significant attention from the medical imaging community. Existing state-of-the-art approaches employ recurrent neural networks such as long-short term memory networks (LSTMs). However, our experiments show that these networks are not effect…