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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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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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05/29/2020
Non-Rigid Volume to Surface Registration using a Data-Driven Biomechanical Model
Non-rigid registration is a key component in soft-tissue navigation. We ...
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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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03/26/2019
Learning Soft Tissue Behavior of Organs for Surgical Navigation with Convolutional Neural Networks
Purpose: In surgical navigation, pre-operative organ models are presente...
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03/22/2018