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


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

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

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Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data


Nov 08, 2018
Sebastian Bodenstedt, Martin Wagner, Lars Mündermann, Hannes Kenngott, Beat Müller-Stich, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel


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Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis


Nov 08, 2018
Sebastian Bodenstedt, Dominik Rivoir, Alexander Jenke, Martin Wagner, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel


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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

* 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 

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