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Maximilian Baust
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2020 – today
- 2023
- [c32]Boris Bonev, Thorsten Kurth, Christian Hundt, Jaideep Pathak, Maximilian Baust, Karthik Kashinath, Anima Anandkumar:
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere. ICML 2023: 2806-2823 - [i12]Boris Bonev, Thorsten Kurth, Christian Hundt, Jaideep Pathak, Maximilian Baust, Karthik Kashinath, Anima Anandkumar:
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere. CoRR abs/2306.03838 (2023) - 2021
- [j14]Miroslava Slavcheva, Maximilian Baust, Slobodan Ilic:
Variational Level Set Evolution for Non-Rigid 3D Reconstruction From a Single Depth Camera. IEEE Trans. Pattern Anal. Mach. Intell. 43(8): 2838-2850 (2021) - 2020
- [j13]Nicola Rieke, Jonny Hancox, Wenqi Li, Fausto Milletarì, Holger R. Roth, Shadi Albarqouni, Spyridon Bakas, Mathieu N. Galtier, Bennett A. Landman, Klaus H. Maier-Hein, Sébastien Ourselin, Micah J. Sheller, Ronald M. Summers, Andrew Trask, Daguang Xu, Maximilian Baust, M. Jorge Cardoso:
The future of digital health with federated learning. npj Digit. Medicine 3 (2020) - [i11]Nicola Rieke, Jonny Hancox, Wenqi Li, Fausto Milletari, Holger Roth, Shadi Albarqouni, Spyridon Bakas, Mathieu N. Galtier, Bennett A. Landman, Klaus H. Maier-Hein, Sébastien Ourselin, Micah J. Sheller, Ronald M. Summers, Andrew Trask, Daguang Xu, Maximilian Baust, M. Jorge Cardoso:
The Future of Digital Health with Federated Learning. CoRR abs/2003.08119 (2020)
2010 – 2019
- 2019
- [j12]Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Paulo Aguiar:
BACH: Grand challenge on breast cancer histology images. Medical Image Anal. 56: 122-139 (2019) - [j11]Marco Esposito, Christoph Hennersperger, Rüdiger Göbl, Laurent Demaret, Martin Storath, Nassir Navab, Maximilian Baust, Andreas Weinmann:
Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound. IEEE Trans. Medical Imaging 38(10): 2245-2258 (2019) - [c31]Julia Rackerseder, Maximilian Baust, Rüdiger Göbl, Nassir Navab, Christoph Hennersperger:
Abstract: Landmark-Free Initialization of Multi-Modal Image Registration. Bildverarbeitung für die Medizin 2019: 308 - [c30]Wenqi Li, Fausto Milletarì, Daguang Xu, Nicola Rieke, Jonny Hancox, Wentao Zhu, Maximilian Baust, Yan Cheng, Sébastien Ourselin, M. Jorge Cardoso, Andrew Feng:
Privacy-Preserving Federated Brain Tumour Segmentation. MLMI@MICCAI 2019: 133-141 - [i10]Wenqi Li, Fausto Milletari, Daguang Xu, Nicola Rieke, Jonny Hancox, Wentao Zhu, Maximilian Baust, Yan Cheng, Sébastien Ourselin, M. Jorge Cardoso, Andrew Feng:
Privacy-preserving Federated Brain Tumour Segmentation. CoRR abs/1910.00962 (2019) - 2018
- [j10]Salvatore Virga, Rüdiger Göbl, Maximilian Baust, Nassir Navab, Christoph Hennersperger:
Use the force: deformation correction in robotic 3D ultrasound. Int. J. Comput. Assist. Radiol. Surg. 13(5): 619-627 (2018) - [c29]Miroslava Slavcheva, Maximilian Baust, Slobodan Ilic:
SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion. CVPR 2018: 2646-2655 - [c28]Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust:
Assessment of Breast Cancer Histology Using Densely Connected Convolutional Networks. ICIAR 2018: 903-913 - [c27]Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab:
CFCM: Segmentation via Coarse to Fine Context Memory. MICCAI (4) 2018: 667-674 - [c26]Julia Rackerseder, Maximilian Baust, Rüdiger Göbl, Nassir Navab, Christoph Hennersperger:
Initialize Globally Before Acting Locally: Enabling Landmark-Free 3D US to MRI Registration. MICCAI (1) 2018: 827-835 - [i9]Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust:
Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks. CoRR abs/1804.04595 (2018) - [i8]Maximilian Baust, Florian Ludwig, Christian Rupprecht, Matthias Kohl, Stefan Braunewell:
Understanding Regularization to Visualize Convolutional Neural Networks. CoRR abs/1805.00071 (2018) - [i7]Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab:
CFCM: Segmentation via Coarse to Fine Context Memory. CoRR abs/1806.01413 (2018) - [i6]Julia Rackerseder, Maximilian Baust, Rüdiger Göbl, Nassir Navab, Christoph Hennersperger:
Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration. CoRR abs/1806.04368 (2018) - [i5]Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak, Sameh Galal, Veronica Sanchez-Freire, Nadia Brancati, Maria Frucci, Daniel Riccio, Yaqi Wang, Lingling Sun, Kaiqiang Ma, Jiannan Fang, Ismaël Koné, Lahsen Boulmane, Aurélio Campilho, Catarina Eloy, António Polónia, Paulo Aguiar:
BACH: Grand Challenge on Breast Cancer Histology Images. CoRR abs/1808.04277 (2018) - [i4]Rüdiger Göbl, Diana Mateus, Christoph Hennersperger, Maximilian Baust, Nassir Navab:
Redefining Ultrasound Compounding: Computational Sonography. CoRR abs/1811.01534 (2018) - 2017
- [j9]Christoph Hennersperger, Maximilian Baust:
Play for Me: Image Segmentation via Seamless Playsourcing. Comput. Games J. 6(1-2): 1-16 (2017) - [j8]Stefan Matl, Richard Brosig, Maximilian Baust, Nassir Navab, Stefanie Demirci:
Vascular image registration techniques: A living review. Medical Image Anal. 35: 1-17 (2017) - [c25]Miroslava Slavcheva, Maximilian Baust, Daniel Cremers, Slobodan Ilic:
KillingFusion: Non-rigid 3D Reconstruction without Correspondences. CVPR 2017: 5474-5483 - [c24]Christian Rupprecht, Iro Laina, Robert S. DiPietro, Maximilian Baust:
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. ICCV 2017: 3611-3620 - [c23]Miroslava Slavcheva, Maximilian Baust, Slobodan Ilic:
Towards Implicit Correspondence in Signed Distance Field Evolution. ICCV Workshops 2017: 833-841 - [c22]Kristians Diaz, Maximilian Baust, Nassir Navab:
Context-sensitive patch histograms for detecting rare events in histopathological data. Medical Imaging: Digital Pathology 2017: 101400F - 2016
- [j7]Anca Stefanoiu, Andreas Weinmann, Martin Storath, Nassir Navab, Maximilian Baust:
Joint Segmentation and Shape Regularization With a Generalized Forward-Backward Algorithm. IEEE Trans. Image Process. 25(7): 3384-3394 (2016) - [j6]Abhishek Vahadane, Tingying Peng, Amit Sethi, Shadi Albarqouni, Lichao Wang, Maximilian Baust, Katja Steiger, Anna Melissa Schlitter, Irene Esposito, Nassir Navab:
Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images. IEEE Trans. Medical Imaging 35(8): 1962-1971 (2016) - [j5]Maximilian Baust, Andreas Weinmann, Matthias Wieczorek, Tobias Lasser, Martin Storath, Nassir Navab:
Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach. IEEE Trans. Medical Imaging 35(8): 1972-1989 (2016) - [c21]Shadi Albarqouni, Stefan Matl, Maximilian Baust, Nassir Navab, Stefanie Demirci:
Playsourcing: A Novel Concept for Knowledge Creation in Biomedical Research. LABELS/DLMIA@MICCAI 2016: 269-277 - [i3]Christian Rupprecht, Elizabeth Huaroc, Maximilian Baust, Nassir Navab:
Deep Active Contours. CoRR abs/1607.05074 (2016) - [i2]Christian Rupprecht, Iro Laina, Maximilian Baust, Federico Tombari, Gregory D. Hager, Nassir Navab:
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. CoRR abs/1612.00197 (2016) - 2015
- [j4]Christoph Hennersperger, Maximilian Baust, Paulo Waelkens, Athanasios Karamalis, Seyed-Ahmad Ahmadi, Nassir Navab:
Multi-Scale Tubular Structure Detection in Ultrasound Imaging. IEEE Trans. Medical Imaging 34(1): 13-26 (2015) - [c20]Shadi Albarqouni, Maximilian Baust, Sailesh Conjeti, Asharf Al-Amoudi, Nassir Navab:
Multi-scale Graph-based Guided Filter for De-noising Cryo-Electron Tomographic Data. BMVC 2015: 17.1-17.10 - [c19]Maximilian Baust, Laurent Demaret, Martin Storath, Nassir Navab, Andreas Weinmann:
Total variation regularization of shape signals. CVPR 2015: 2075-2083 - [c18]Abhishek Vahadane, Tingying Peng, Shadi Albarqouni, Maximilian Baust, Katja Steiger, Anna Melissa Schlitter, Amit Sethi, Irene Esposito, Nassir Navab:
Structure-preserved color normalization for histological images. ISBI 2015: 1012-1015 - [c17]Christoph Hennersperger, Maximilian Baust, Diana Mateus, Nassir Navab:
Computational Sonography. MICCAI (2) 2015: 459-466 - [c16]Christian Schulte zu Berge, Denis Declara, Christoph Hennersperger, Maximilian Baust, Nassir Navab:
Real-time uncertainty visualization for B-mode ultrasound. SciVis 2015: 33-40 - [i1]Kanishka Sharma, Loïc Peter, Christian Rupprecht, Anna Caroli, Lichao Wang, Andrea Remuzzi, Maximilian Baust, Nassir Navab:
Semi-Automatic Segmentation of Autosomal Dominant Polycystic Kidneys using Random Forests. CoRR abs/1510.06915 (2015) - 2014
- [j3]Christian Schulte zu Berge, Maximilian Baust, Ankur Kapoor, Nassir Navab:
Predicate-Based Focus-and-Context Visualization for 3D Ultrasound. IEEE Trans. Vis. Comput. Graph. 20(12): 2379-2387 (2014) - [c15]Maximilian Baust, Darko Zikic, Nassir Navab:
Variational Level Set Segmentation in Riemannian Sobolev Spaces. BMVC 2014 - [c14]Tingying Peng, Lichao Wang, Christine Bayer, Sailesh Conjeti, Maximilian Baust, Nassir Navab:
Shading Correction for Whole Slide Image Using Low Rank and Sparse Decomposition. MICCAI (1) 2014: 33-40 - [c13]Christoph Hennersperger, Diana Mateus, Maximilian Baust, Nassir Navab:
A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data. MICCAI (2) 2014: 373-380 - [c12]Oliver Zettinig, Christoph Hennersperger, Christian Schulte zu Berge, Maximilian Baust, Nassir Navab:
3D Velocity Field and Flow Profile Reconstruction from Arbitrarily Sampled Doppler Ultrasound Data. MICCAI (2) 2014: 611-618 - 2013
- [j2]Stefanie Demirci, Maximilian Baust, Oliver Kutter, Frode Manstad-Hulaas, Hans-Henning Eckstein, Nassir Navab:
Disocclusion-based 2D-3D registration for aortic interventions. Comput. Biol. Medicine 43(4): 312-322 (2013) - 2012
- [b1]Maximilian Tobias Baust:
Polar Active Contours for Medical Applications. Technical University Munich, 2012 - [j1]Maximilian Baust, Anthony J. Yezzi, Gözde B. Ünal, Nassir Navab:
Translation, Scale, and Deformation Weighted Polar Active Contours. J. Math. Imaging Vis. 44(3): 354-365 (2012) - 2011
- [c11]Maximilian Baust, Anthony J. Yezzi, Gözde B. Ünal, Nassir Navab:
A Sobolev-type metric for polar active contours. CVPR 2011: 1017-1024 - [c10]Maximilian Baust, Nassir Navab:
A Fully Implicit Framework for Sobolev Active Contours and Surfaces. DAGM-Symposium 2011: 21-30 - [c9]Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab:
A general preconditioning scheme for difference measures in deformable registration. ICCV 2011: 49-56 - [c8]Asad Safi, Maximilian Baust, Olivier Pauly, Victor Castañeda, Tobias Lasser, Diana Mateus, Nassir Navab, Rüdiger Hein, Mahzad Ziai:
Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images. MCBR-CDS 2011: 105-115 - [c7]Stefanie Demirci, Ali Bigdelou, Lejing Wang, Christian Wachinger, Maximilian Baust, Radhika Tibrewal, Reza Ghotbi, Hans-Henning Eckstein, Nassir Navab:
3D Stent Recovery from One X-Ray Projection. MICCAI (1) 2011: 178-185 - [c6]Seyed-Ahmad Ahmadi, Maximilian Baust, Athanasios Karamalis, Annika Plate, Kai Boetzel, Tassilo Klein, Nassir Navab:
Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis. MICCAI (3) 2011: 362-369 - 2010
- [c5]Maximilian Baust, Darko Zikic, Nassir Navab:
Diffusion-based Regularisation Strategies for Variational Level Set Segmentation. BMVC 2010: 1-11 - [c4]Maximilian Baust, Nassir Navab:
A Spherical Harmonics Shape Model for Level Set Segmentation. ECCV (3) 2010: 580-593 - [c3]Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab:
Generalization of Deformable Registration in Riemannian Sobolev Spaces. MICCAI (2) 2010: 586-593 - [c2]Martin Groher, Maximilian Baust, Darko Zikic, Nassir Navab:
Monocular Deformable Model-to-Image Registration of Vascular Structures. WBIR 2010: 37-47
2000 – 2009
- 2009
- [c1]Maximilian Baust, Stefanie Demirci, Nassir Navab:
Stent Graft Removal for Improving 2D-3D Registration. ISBI 2009: 1203-1206
Coauthor Index
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