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07/19/2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition
To enable context-aware computer assistance in the operating room of the...
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05/23/2023
Metrics Matter in Surgical Phase Recognition
Surgical phase recognition is a basic component for different context-aw...
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03/15/2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis
Batch Normalization's (BN) unique property of depending on other samples...
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07/01/2020
Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance
Intra-operative anticipation of instrument usage is a necessary componen...
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07/26/2019
Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video
Automatically recognizing surgical gestures is a crucial step towards a ...
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07/05/2019
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation
In the medical domain, the lack of large training data sets and benchmar...
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03/06/2019
Video-based surgical skill assessment using 3D convolutional neural networks
Purpose: A profound education of novice surgeons is crucial to ensure th...
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06/18/2018