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Philipp Ernst
Philipp Ernst
PhD Fellow/Research Student, Otto-von-Guericke-Universität Magdeburg
Verified email at ovgu.de - Homepage
Title
Cited by
Cited by
Year
CHAOS challenge-combined (CT-MR) healthy abdominal organ segmentation
AE Kavur, NS Gezer, M Barış, S Aslan, PH Conze, V Groza, DD Pham, ...
Medical Image Analysis 69, 101950, 2021
4962021
Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde Bozdagı Akar, Gözde Unal, Oguz Dicle, and M. Alper Selver. CHAOS Challenge …
AE Kavur, NS Gezer, M Barıs, S Aslan, PH Conze, V Groza, DD Pham, ...
Medical Image Analysis 69 (101950), 16, 2021
182021
Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson’s disease using neuromelanin-sensitive MRI
M Dünnwald, P Ernst, E Düzel, K Tönnies, MJ Betts, S Oeltze-Jafra
International journal of computer assisted radiology and surgery 16 (12 …, 2021
162021
A CNN-based framework for statistical assessment of spinal shape and curvature in whole-body MRI images of large populations
P Ernst, G Hille, C Hansen, K Tönnies, M Rak
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
112019
Sinogram upsampling using Primal–Dual UNet for undersampled CT and radial MRI reconstruction
P Ernst, S Chatterjee, G Rose, O Speck, A Nürnberger
Neural Networks 166, 704-721, 2023
92023
Towards patient specific reconstruction using perception-aware cnn and planning ct as prior
S Ghosh, P Ernst, G Rose, A Nürnberger, S Stober
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
42022
CHAOS challenge-team OvGU MEMoRIAL
P Ernst, S Chatterjee, O Speck, A Nürnberger
32019
Deep Coordinate Regression for Weakly Supervised Segmentation of the Locus Coeruleus in MRI
M Dünnwald, P Ernst, E Düzel, K Tönnies, MJ Betts, A Nürnberger, ...
2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023
12023
Dual Branch Prior-SegNet: CNN for Interventional CBCT using Planning Scan and Auxiliary Segmentation Loss
P Ernst, S Ghosh, G Rose, A Nürnberger
arXiv preprint arXiv:2205.10353, 2022
12022
Dual skip connections minimize the false positive rate of lung nodule detection in ct images
J Xu, P Ernst, TL Liu, A Nürnberger
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
12021
Sparse View Deep Differentiated Backprojection for Circular Trajectories in CBCT
P Ernst, G Rose, A Nürnberger
16th Virtual International Meeting on Fully 3D Image Reconstruction in …, 2021
12021
Trajectory Upsampling for Sparse Conebeam Projections using Convolutional Neural Networks
P Ernst, M Rak, C Hansen, G Rose, A Nürnberger
16th Virtual International Meeting on Fully 3D Image Reconstruction in …, 2021
12021
Prior knowledge for deep learning based interventional cone beam Computed Tomography reconstruction
P Ernst
Dissertation, Magdeburg, Otto-von-Guericke-Universität Magdeburg, 2023, 2023
2023
Primal-Dual UNet for Sparse View Cone Beam Computed Tomography Volume Reconstruction
P Ernst, S Chatterjee, G Rose, A Nürnberger
arXiv preprint arXiv:2205.07866, 2022
2022
Complex-Valued Fourier Primal-Dual: Undersampled MRI reconstruction in Hybrid-space
S Chatterjee, P Ernst, O Speck, A Nürnberger
2022
Pulmonary Nodule Detection in CT Images using Dual Path U-Net and Multiscale Region Proposal Network
P Ernst, E Liu, A Nürnberger
2021
Comparison of Optimization Methods for Few View CT using Deep Learning
P Ernst, A Nürnberger, G Rose
4th Conference on Image-Guided Interventions, 81, 2019
2019
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