Philipp Ernst

According to our database, Philipp Ernst authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction.

Philipp Ernst, Soumick Chatterjee, Georg Rose, Oliver Speck, Andreas Nürnberger

Neural Networks, September, 2023

Prior knowledge for deep learning based interventional cone beam Computed Tomography reconstruction

Philipp Ernst

PhD thesis, 2023

Deep Coordinate Regression for Weakly Supervised Segmentation of the Locus Coeruleus in MRI.

Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Andreas Nürnberger, Steffen Oeltze-Jafra

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Dual Branch Prior-SegNet: CNN for Interventional CBCT using Planning Scan and Auxiliary Segmentation Loss.

Philipp Ernst, Suhita Ghosh, Georg Rose, Andreas Nürnberger

CoRR, 2022

Primal-Dual UNet for Sparse View Cone Beam Computed Tomography Volume Reconstruction.

Philipp Ernst, Soumick Chatterjee, Georg Rose, Andreas Nürnberger

CoRR, 2022

Test von netzbildenden Wechselrichtern und rückspeisefähiger Ladeinfrastruktur.

Robert Kohrs, Bernhard Wille-Haussmann, Sönke Rogalla, Roland Singer, Philipp Ernst, Jörn Schumann, Bjarne Scheimann

Autom., 2022

Towards Patient Specific Reconstruction Using Perception-Aware CNN and Planning CT as Prior.

Suhita Ghosh, Philipp Ernst, Georg Rose, Andreas Nürnberger, Sebastian Stober

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation.

A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Sinem Aslan, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver

Medical Image Anal., 2021

Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson's disease using neuromelanin-sensitive MRI.

Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Steffen Oeltze-Jafra

Int. J. Comput. Assist. Radiol. Surg., 2021

Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images.

Jiahua Xu, Philipp Ernst, Tung-Lung Liu, Andreas Nürnberger

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019

A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations.

Philipp Ernst, Georg Hille, Christian Hansen, Klaus Tönnies, Marko Rak

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019