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 001; Klaus Tönnies; Marko Rak (MICCAI (4), 2019)

Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images. - Jiahua Xu; Philipp Ernst; Tung-Lung Liu; Andreas Nürnberger (EMBC, 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)

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; et al. (Medical Image Anal., 2021)

Towards Patient Specific Reconstruction Using Perception-Aware CNN and Planning CT as Prior. - Suhita Ghosh; Philipp Ernst; Georg Rose; Andreas Nürnberger; Sebastian Stober (ISBI, 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)

Primal-Dual UNet for Sparse View Cone Beam Computed Tomography Volume Reconstruction. - Philipp Ernst; Soumick Chatterjee; Georg Rose; Andreas Nürnberger (CoRR, 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)

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 (CBMS, 2023)

Prior knowledge for deep learning based interventional cone beam Computed Tomography reconstruction - Philipp Ernst (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, 2023)