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Max Dünnwald
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2020 – today
- 2024
- [j3]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:
Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution. J. Imaging 10(9): 207 (2024) - 2023
- [c6]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
- [j2]Soumick Chatterjee
, Alessandro Sciarra, Max Dünnwald, Pavan Tummala
StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. Comput. Biol. Medicine 149: 106093 (2022) - [i5]Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger:
StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder. CoRR abs/2201.13271 (2022) - [i4]Alessandro Sciarra, Soumick Chatterjee
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images. CoRR abs/2206.06725 (2022) - 2021
- [j1]Max Dünnwald
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) - [c5]Max Dünnwald, Matthew J. Betts, Emrah Düzel, Steffen Oeltze-Jafra:
Localization of the Locus Coeruleus in MRI via Coordinate Regression. Bildverarbeitung für die Medizin 2021: 10-15 - [c4]Soumick Chatterjee
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. EUSIPCO 2021: 940-944 - [i3]Soumick Chatterjee
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. CoRR abs/2102.12898 (2021) - 2020
- [c3]Max Dünnwald, Matthew J. Betts, Alessandro Sciarra, Emrah Düzel, Steffen Oeltze-Jafra:
Automated Segmentation of the Locus Coeruleus from Neuromelanin-Sensitive 3T MRI Using Deep Convolutional Neural Networks. Bildverarbeitung für die Medizin 2020: 61-66 - [i2]Georg Hille, Johannes Steffen, Max Dünnwald, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies:
Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks. CoRR abs/2001.05834 (2020) - [i1]Soumick Chatterjee
Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning. CoRR abs/2011.14134 (2020)
2010 – 2019
- 2019
- [c2]Georg Hille, Max Dünnwald, Mathias Becker, Johannes Steffen, Sylvia Saalfeld, Klaus Tönnies:
Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network. Bildverarbeitung für die Medizin 2019: 31-36 - [c1]Florian Dubost, Max Dünnwald, Denver Huff, Vincent Scheumann, Frank Schreiber, Meike W. Vernooij, Wiro J. Niessen, Martin Skalej, Stefanie Schreiber
Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites. OR/MLCN@MICCAI 2019: 103-111
Coauthor Index
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