Alessa Hering | DeepAI

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∙ 12/08/2021

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning

To date few studies have comprehensively compared medical image registra...

4 Alessa Hering, et al. ∙

∙ 11/29/2020

Constraining Volume Change in Learned Image Registration for Lung CTs

Deep-learning-based registration methods emerged as a fast alternative t...

9 Alessa Hering, et al. ∙

∙ 05/29/2020

Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function

Fully-automatic lung lobe segmentation is challenging due to anatomical ...

11 Bianca Lassen-Schmidt, et al. ∙

∙ 09/22/2019

mlVIRNET: Multilevel Variational Image Registration Network

We present a novel multilevel approach for deep learning based image reg...

0 Alessa Hering, et al. ∙

∙ 09/19/2019

Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor

Convolutional neural networks have not only been applied for classificat...

0 Hans Meine, et al. ∙

∙ 12/05/2018

Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking

While deep learning has achieved significant advances in accuracy for me...

0 Alessa Hering, et al. ∙

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