Maximilian Baust

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 40

Top Topics

Total Variation Regularization

Variational Level Set

Diffusion Tensor

Image Registration

Top Venues

IEEE Trans. Medical Imaging

Publications

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)
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 (2023)
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) (2021)
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)
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 (2020)
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 (2019)
Julia Rackerseder, Maximilian Baust, Rüdiger Göbl, Nassir Navab, Christoph Hennersperger
Abstract: Landmark-Free Initialization of Multi-Modal Image Registration. Bildverarbeitung für die Medizin (2019)
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) (2019)
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 (2019)
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)
Julia Rackerseder, Maximilian Baust, Rüdiger Göbl, Nassir Navab, Christoph Hennersperger
Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration. CoRR (2018)
Maximilian Baust, Florian Ludwig, Christian Rupprecht, Matthias Kohl, Stefan Braunewell
Understanding Regularization to Visualize Convolutional Neural Networks. CoRR (2018)
Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab
CFCM: Segmentation via Coarse to Fine Context Memory. MICCAI (4) (2018)
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)
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 (2018)
Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust
Assessment of Breast Cancer Histology Using Densely Connected Convolutional Networks. ICIAR (2018)
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) (2018)
Rüdiger Göbl, Diana Mateus, Christoph Hennersperger, Maximilian Baust, Nassir Navab
Redefining Ultrasound Compounding: Computational Sonography. CoRR (2018)
Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab
CFCM: Segmentation via Coarse to Fine Context Memory. CoRR (2018)
Miroslava Slavcheva, Maximilian Baust, Slobodan Ilic
SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion. CVPR (2018)
Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust
Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks. CoRR (2018)
Miroslava Slavcheva, Maximilian Baust, Slobodan Ilic
Towards Implicit Correspondence in Signed Distance Field Evolution. ICCV Workshops (2017)
Miroslava Slavcheva, Maximilian Baust, Daniel Cremers, Slobodan Ilic
KillingFusion: Non-rigid 3D Reconstruction without Correspondences. CVPR (2017)
Christoph Hennersperger, Maximilian Baust
Play for Me: Image Segmentation via Seamless Playsourcing. Comput. Games J. 6 (1-2) (2017)
Kristians Diaz, Maximilian Baust, Nassir Navab
Context-sensitive patch histograms for detecting rare events in histopathological data. Medical Imaging: Digital Pathology (2017)
Stefan Matl, Richard Brosig, Maximilian Baust, Nassir Navab, Stefanie Demirci
Vascular image registration techniques: A living review. Medical Image Anal. 35 (2017)
Christian Rupprecht, Iro Laina, Robert S. DiPietro, Maximilian Baust
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. ICCV (2017)
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) (2016)
Christian Rupprecht, Elizabeth Huaroc, Maximilian Baust, Nassir Navab
Deep Active Contours. CoRR (2016)
Shadi Albarqouni, Stefan Matl, Maximilian Baust, Nassir Navab, Stefanie Demirci
Playsourcing: A Novel Concept for Knowledge Creation in Biomedical Research. LABELS/DLMIA@MICCAI (2016)
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) (2016)
Christian Rupprecht, Iro Laina, Maximilian Baust, Federico Tombari, Gregory D. Hager, Nassir Navab
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. CoRR (2016)
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) (2016)
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 (2015)
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)
Christian Schulte zu Berge, Denis Declara, Christoph Hennersperger, Maximilian Baust, Nassir Navab
Real-time uncertainty visualization for B-mode ultrasound. SciVis (2015)
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) (2015)
Maximilian Baust, Laurent Demaret, Martin Storath, Nassir Navab, Andreas Weinmann
Total variation regularization of shape signals. CVPR (2015)
Christoph Hennersperger, Maximilian Baust, Diana Mateus, Nassir Navab
Computational Sonography. MICCAI (2) (2015)
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)
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)
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)
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)
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) (2014)
Maximilian Baust, Darko Zikic, Nassir Navab
Variational Level Set Segmentation in Riemannian Sobolev Spaces. BMVC (2014)
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) (2013)
Maximilian Baust, Anthony J. Yezzi, Gözde B. Ünal, Nassir Navab
Translation, Scale, and Deformation Weighted Polar Active Contours. J. Math. Imaging Vis. 44 (3) (2012)
Maximilian Baust, Anthony J. Yezzi, Gözde B. Ünal, Nassir Navab
A Sobolev-type metric for polar active contours. CVPR (2011)
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)
Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab
A general preconditioning scheme for difference measures in deformable registration. ICCV (2011)
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)
Maximilian Baust, Nassir Navab
A Fully Implicit Framework for Sobolev Active Contours and Surfaces. DAGM-Symposium (2011)
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)
Martin Groher, Maximilian Baust, Darko Zikic, Nassir Navab
Monocular Deformable Model-to-Image Registration of Vascular Structures. WBIR (2010)
Maximilian Baust, Darko Zikic, Nassir Navab
Diffusion-based Regularisation Strategies for Variational Level Set Segmentation. BMVC (2010)
Maximilian Baust, Nassir Navab
A Spherical Harmonics Shape Model for Level Set Segmentation. ECCV (3) (2010)
Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab
Generalization of Deformable Registration in Riemannian Sobolev Spaces. MICCAI (2) (2010)
Maximilian Baust, Stefanie Demirci, Nassir Navab
Stent Graft Removal for Improving 2D-3D Registration. ISBI (2009)