Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network. - Georg Hille; Max Dünnwald; Mathias Becker; Johannes Steffen; Sylvia Saalfeld; Klaus Tönnies (Bildverarbeitung für die Medizin, 2019)

Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites. - Florian Dubost; Max Dünnwald; Denver Huff; Vincent Scheumann; Frank Schreiber; Meike W. Vernooij; Wiro J. Niessen; Martin Skalej; Stefanie Schreiber; Steffen Oeltze-Jafra; Marleen de Bruijne (OR/MLCN@MICCAI, 2019)

Automated Segmentation of the Locus Coeruleus from Neuromelanin-Sensitive 3T MRI Using Deep Convolutional Neural Networks. - Max Dünnwald; Matthew J. Betts; Alessandro Sciarra; Emrah Düzel; Steffen Oeltze-Jafra (Bildverarbeitung für die Medizin, 2020)

Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks. - Georg Hille; Johannes Steffen; Max Dünnwald; Mathias Becker; Sylvia Saalfeld; Klaus Tönnies (CoRR, 2020)

Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning. - Soumick Chatterjee; Alessandro Sciarra; Max Dünnwald; Steffen Oeltze-Jafra; Andreas Nürnberger; Oliver Speck (CoRR, 2020)

Localization of the Locus Coeruleus in MRI via Coordinate Regression. - Max Dünnwald; Matthew J. Betts; Emrah Düzel; Steffen Oeltze-Jafra (Bildverarbeitung für die Medizin, 2021)

ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. - Soumick Chatterjee; Alessandro Sciarra; Max Dünnwald; Raghava Vinaykanth Mushunuri; Ranadheer Podishetti; Rajatha Nagaraja Rao; Geetha Doddapaneni Gopinath; Steffen Oeltze-Jafra; Oliver Speck; Andreas Nürnberger (EUSIPCO, 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)

StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. - Soumick Chatterjee; Alessandro Sciarra; Max Dünnwald; Pavan Tummala; Shubham Kumar Agrawal; Aishwarya Jauhari; Aman Kalra; Steffen Oeltze-Jafra; Oliver Speck; Andreas Nürnberger (Comput. Biol. Medicine, 2022)

Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images. - Alessandro Sciarra; Soumick Chatterjee; Max Dünnwald; Giuseppe Placidi; Andreas Nürnberger; Oliver Speck; Steffen Oeltze-Jafra (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)

Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution. - Soumick Chatterjee; Alessandro Sciarra; Max Dünnwald; Anitha Bhat Talagini Ashoka; Mayura Gurjar Cheepinahalli Vasudeva; Shudarsan Saravanan; Venkatesh Thirugnana Sambandham; Pavan Tummala; Steffen Oeltze-Jafra; Oliver Speck; Andreas Nürnberger (J. Imaging, 2024)