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09/06/2023
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications
In surgical computer vision applications, obtaining labeled training dat...
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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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03/31/2021
Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data
Research in unpaired video translation has mainly focused on short-term ...
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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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02/26/2020
Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration
Estimating the remaining surgery duration (RSD) during surgical procedur...
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11/08/2018