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Max Dünnwald
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Journal Articles
- 2022
- [j2]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. Comput. Biol. Medicine 149: 106093 (2022) - 2021
- [j1]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)
Conference and Workshop Papers
- 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 - 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
, Alessandro Sciarra, Max Dünnwald, Raghava Vinaykanth Mushunuri
, Ranadheer Podishetti, Rajatha Nagaraja Rao, Geetha Doddapaneni Gopinath, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger:
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. EUSIPCO 2021: 940-944 - 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 - 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
, Steffen Oeltze-Jafra, Marleen de Bruijne
:
Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites. OR/MLCN@MICCAI 2019: 103-111
Informal and Other Publications
- 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
, Max Dünnwald, Giuseppe Placidi, Andreas Nürnberger, Oliver Speck, Steffen Oeltze-Jafra:
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images. CoRR abs/2206.06725 (2022) - 2021
- [i3]Soumick Chatterjee
, Alessandro Sciarra, Max Dünnwald, Raghava Vinaykanth Mushunuri, Ranadheer Podishetti, Rajatha Nagaraja Rao, Geetha Doddapaneni Gopinath, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger:
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning. CoRR abs/2102.12898 (2021) - 2020
- [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
, Alessandro Sciarra, Max Dünnwald, Steffen Oeltze-Jafra, Andreas Nürnberger, Oliver Speck:
Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning. CoRR abs/2011.14134 (2020)
Coauthor Index
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