Micha Pfeiffer | DeepAI

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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...

0 Danush Kumar Venkatesh, et al. ∙

∙ 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 ...

0 Dominik Rivoir, et al. ∙

∙ 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 ...

0 Micha Pfeiffer, et al. ∙

∙ 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...

1 Micha Pfeiffer, et al. ∙

∙ 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...

0 Micha Pfeiffer, et al. ∙

∙ 03/22/2018

IMHOTEP - Virtual Reality Framework for Surgical Applications

Purpose: The data which is available to surgeons before, during and afte...

0 Micha Pfeiffer, et al. ∙

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