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Fabian Bamberg
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2020 – today
- 2024
- [i8]Robert Graf
, Paul-Sören Platzek, Evamaria Olga Riedel, Constanze Ramschütz, Sophie Starck, Hendrik Kristian Möller, Matan Atad, Henry Völzke, Robin Bülow, Carsten Oliver Schmidt, Julia Rüdebusch, Matthias Jung, Marco Reisert, Jakob Weiss, Maximilian Löffler, Fabian Bamberg, Bene Wiestler, Johannes C. Paetzold, Daniel Rueckert, Jan Stefan Kirschke:
TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images. CoRR abs/2406.00125 (2024) - 2023
- [j8]Marc Fischer, Thomas Küstner, Sofia Pappa, Thoralf Niendorf, Tobias Pischon
Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study. BMC Medical Imaging 23(1): 104 (2023) - [j7]Suam Kim
Multiclass datasets expand neural network utility: an example on ankle radiographs. Int. J. Comput. Assist. Radiol. Surg. 18(5): 819-826 (2023) - 2022
- [j6]Anne-Marie Rickmann
AbdomenNet: deep neural network for abdominal organ segmentation in epidemiologic imaging studies. BMC Medical Imaging 22(1): 168 (2022) - [j5]David Steybe, Philipp Poxleitner, Marc Christian Metzger, Leonard Simon Brandenburg, Rainer Schmelzeisen, Fabian Bamberg, Phuong Hien Tran, Elias Kellner, Marco Reisert, Maximilian Frederik Russe:
Automated segmentation of head CT scans for computer-assisted craniomaxillofacial surgery applying a hierarchical patch-based stack of convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 17(11): 2093-2101 (2022) - [i7]Tobias Bernecker, Annette Peters, Christopher L. Schlett, Fabian Bamberg, Fabian J. Theis, Daniel Rueckert, Jakob Weiß, Shadi Albarqouni:
FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation. CoRR abs/2205.11096 (2022) - 2021
- [j4]David Steybe, Philipp Poxleitner, Pit Jacob Voss, Marc Christian Metzger, Rainer Schmelzeisen, Fabian Bamberg, Suam Kim, Maximilian Frederik Russe:
Evaluation of computed tomography settings in the context of visualization and discrimination of low dose injections of a novel liquid soft tissue fiducial marker in head and neck imaging. BMC Medical Imaging 21(1): 157 (2021) - [i6]Lukas Fisch, Jan Ernsting
Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. CoRR abs/2103.11695 (2021) - [i5]Tim Hahn, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Lukas Fisch, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Tilo Kircher, Benjamin Risse, Christian Gaser, James H. Cole, Udo Dannlowski, Klaus Berger:
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling. CoRR abs/2107.07977 (2021) - 2020
- [c13]Jyotirmay Senapati, Abhijit Guha Roy, Sebastian Pölsterl
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers. MLMI@MICCAI 2020: 270-280 - [i4]Thomas Küstner, Tobias Hepp, Marc Fischer, Martin Schwartz, Andreas Fritsche, Hans-Ulrich Häring, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, Sergios Gatidis, Jürgen Machann:
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies. CoRR abs/2008.02251 (2020) - [i3]Jyotirmay Senapati, Abhijit Guha Roy, Sebastian Pölsterl, Daniel Gutmann, Sergios Gatidis, Christopher Schlett, Annette Peters, Fabian Bamberg, Christian Wachinger:
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers. CoRR abs/2008.12680 (2020)
2010 – 2019
- 2019
- [j3]Dominik Zinsser
Reduced scan range abdominopelvic CT in patients with suspected acute appendicitis - impact on diagnostic accuracy and effective radiation dose. BMC Medical Imaging 19(1): 4:1-4:7 (2019) - [j2]Faezeh Fallah
Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images. IEEE J. Biomed. Health Informatics 23(4): 1692-1701 (2019) - [c12]Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg:
Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images. EUSIPCO 2019: 1-5 - [c11]Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg:
Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. EUSIPCO 2019: 1-5 - 2018
- [j1]Annika Liebgott
ImFEATbox: a toolbox for extraction and analysis of medical image features. Int. J. Comput. Assist. Radiol. Surg. 13(12): 1881-1893 (2018) - [c10]Sebastian Milde, Annika Liebgott
Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Imaging. APSIPA 2018: 838-847 - [c9]Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg:
A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images. EUSIPCO 2018: 41-45 - [c8]Thomas Kustner, Marvin Jandt, Annika Liebgott
Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging. ICASSP 2018: 995-999 - [c7]Thomas Küstner
Semantic Organ Segmentation in 3D Whole-Body MR Images. ICIP 2018: 3498-3502 - [c6]Benjamín Gutiérrez-Becker, Sergios Gatidis
Deep Shape Analysis on Abdominal Organs for Diabetes Prediction. ShapeMI@MICCAI 2018: 223-231 - [c5]Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg:
Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images. SPA 2018: 37-42 - [i2]Thomas Küstner, Sergios Gatidis, Annika Liebgott, Martin Schwartz, Lukas Mauch, Petros Martirosian, Holger Schmidt, Nina F. Schwenzer, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick:
A Machine-learning framework for automatic reference-free quality assessment in MRI. CoRR abs/1806.09602 (2018) - [i1]Benjamín Gutiérrez-Becker, Sergios Gatidis, Daniel Gutmann, Annette Peters, Christopher Schlett, Fabian Bamberg, Christian Wachinger:
Deep Shape Analysis on Abdominal Organs for Diabetes Prediction. CoRR abs/1808.01946 (2018) - 2017
- [c4]Faezeh Fallah, Bin Yang, Fabian Bamberg:
Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images. EUSIPCO 2017: 251-255 - [c3]Faezeh Fallah, Doychin Mariyanov Tsanev, Bin Yang, Sven S. Walter, Fabian Bamberg:
A novel objective function based on a generalized kelly criterion for deep learning. SPA 2017: 84-89 - [c2]Faezeh Fallah, Bin Yang, Fabian Bamberg:
Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation. SPA 2017: 143-148 - 2013
- [c1]Andre Yaroshenko, Felix Gabriel Meinel, Martin Bech
Preclinical x-ray dark-field radiography for pulmonary emphysema evaluation. ISBI 2013: 370-373
Coauthor Index
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last updated on 2024-10-07 21:14 CEST by the dblp team
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