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ORCIDPhilipp Ernst
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2020 – today
- 2023
[b1]Philipp Ernst:
Prior knowledge for deep learning based interventional cone beam Computed Tomography reconstruction. University of Halle, Germany, 2023- [j4]Philipp Ernst
, Soumick Chatterjee, Georg Rose, Oliver Speck, Andreas Nürnberger:
Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction. Neural Networks 166: 704-721 (2023) - [c4]Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Andreas Nürnberger, Steffen Oeltze-Jafra:
Deep Coordinate Regression for Weakly Supervised Segmentation of the Locus Coeruleus in MRI. CBMS 2023: 441-445 - 2022
- [j3]Robert Kohrs, Bernhard Wille-Haussmann, Sönke Rogalla, Roland Singer, Philipp Ernst, Jörn Schumann, Bjarne Scheimann:
Test von netzbildenden Wechselrichtern und rückspeisefähiger Ladeinfrastruktur. Autom. 70(12): 1059-1071 (2022) - [c3]Suhita Ghosh, Philipp Ernst, Georg Rose, Andreas Nürnberger, Sebastian Stober:
Towards Patient Specific Reconstruction Using Perception-Aware CNN and Planning CT as Prior. ISBI 2022: 1-5 - [i5]Philipp Ernst, Soumick Chatterjee, Georg Rose, Andreas Nürnberger:
Primal-Dual UNet for Sparse View Cone Beam Computed Tomography Volume Reconstruction. CoRR abs/2205.07866 (2022) - [i4]Philipp Ernst, Suhita Ghosh, Georg Rose, Andreas Nürnberger:
Dual Branch Prior-SegNet: CNN for Interventional CBCT using Planning Scan and Auxiliary Segmentation Loss. CoRR abs/2205.10353 (2022) - 2021
- [j2]Max Dünnwald, Philipp Ernst, Emrah Düzel, Klaus Tönnies, Matthew J. Betts, Steffen Oeltze-Jafra:
Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson's disease using neuromelanin-sensitive MRI. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2129-2135 (2021) - [j1]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:
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation. Medical Image Anal. 69: 101950 (2021) - [c2]Jiahua Xu, Philipp Ernst, Tung-Lung Liu, Andreas Nürnberger:
Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images. EMBC 2021: 3217-3220 - [i3]Jiahua Xu, Philipp Ernst, Tung-Lung Liu, Andreas Nürnberger:
Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images. CoRR abs/2110.13036 (2021) - [i2]Philipp Ernst, Soumick Chatterjee, Georg Rose, Oliver Speck, Andreas Nürnberger:
Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction. CoRR abs/2112.13443 (2021) - 2020
- [i1]A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, 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, Sinem Aslan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver:
CHAOS Challenge - Combined (CT-MR) Healthy Abdominal Organ Segmentation. CoRR abs/2001.06535 (2020)
2010 – 2019
- 2019
- [c1]Philipp Ernst, Georg Hille, Christian Hansen, Klaus Tönnies, Marko Rak:
A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations. MICCAI (4) 2019: 3-11
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