Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Isabel Funke

Isabel Funke

Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video

Jul 26, 2019
Isabel Funke, Sebastian Bodenstedt, Florian Oehme, Felix von Bechtolsheim, Jürgen Weitz, Stefanie Speidel

Figure 1 for Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video

Figure 2 for Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video

Figure 3 for Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video

Figure 4 for Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video

* Accepted at MICCAI 2019. Source code will be made available

Access Paper or Ask Questions

Video-based surgical skill assessment using 3D convolutional neural networks

Mar 06, 2019
Isabel Funke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel

Figure 1 for Video-based surgical skill assessment using 3D convolutional neural networks

Figure 2 for Video-based surgical skill assessment using 3D convolutional neural networks

Figure 3 for Video-based surgical skill assessment using 3D convolutional neural networks

Figure 4 for Video-based surgical skill assessment using 3D convolutional neural networks

* Accepted at IPCAI 2019; submitted to IJCARS (under revision). Source code will be released upon publication in IJCARS

Access Paper or Ask Questions

Temporal coherence-based self-supervised learning for laparoscopic workflow analysis

Sep 07, 2018
Isabel Funke, Alexander Jenke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel, Sebastian Bodenstedt

Figure 1 for Temporal coherence-based self-supervised learning for laparoscopic workflow analysis

Figure 2 for Temporal coherence-based self-supervised learning for laparoscopic workflow analysis

Figure 3 for Temporal coherence-based self-supervised learning for laparoscopic workflow analysis

* CARE 2018, CLIP 2018, OR 2.0 2018, ISIC 2018. Lecture Notes in Computer Science, vol 11041 (2018) 85-93
* Accepted at the Workshop on Context-Aware Operating Theaters (OR 2.0), a MICCAI satellite event

Access Paper or Ask Questions