Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere - Boris Bonev; Thorsten Kurth; Christian Hundt; Jaideep Pathak; Maximilian Baust; Karthik Kashinath; Anima Anandkumar (International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA, 2023)

Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere - Boris Bonev; Thorsten Kurth; Christian Hundt; Jaideep Pathak; Maximilian Baust; Karthik Kashinath; Anima Anandkumar (CoRR, 2023)

Variational Level Set Evolution for Non-Rigid 3D Reconstruction From a Single Depth Camera - Miroslava Slavcheva; Maximilian Baust; Slobodan Ilic (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

The future of digital health with federated learning - 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; et al. (npj Digit. Medicine, 2020)

The Future of Digital Health with Federated Learning - 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; et al. (CoRR, 2020)

BACH: Grand challenge on breast cancer histology images - 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; et al. (Medical Image Anal., 2019)

Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound - Marco Esposito; Christoph Hennersperger; Rüdiger Göbl; Laurent Demaret; Martin Storath; Nassir Navab; Maximilian Baust; Andreas Weinmann (IEEE Trans. Medical Imaging, 2019)

Abstract: Landmark-Free Initialization of Multi-Modal Image Registration - Julia Rackerseder; Maximilian Baust; Rüdiger Göbl; Nassir Navab; Christoph Hennersperger (Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck, 2019)

Privacy-Preserving Federated Brain Tumour Segmentation - Wenqi Li; Fausto Milletarì; Daguang Xu; Nicola Rieke; Jonny Hancox; Wentao Zhu; Maximilian Baust; Yan Cheng; Sébastien Ourselin; M. Jorge Cardoso; Andrew Feng (Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings, 2019)

Privacy-preserving Federated Brain Tumour Segmentation - Wenqi Li; Fausto Milletari; Daguang Xu; Nicola Rieke; Jonny Hancox; Wentao Zhu; Maximilian Baust; Yan Cheng; Sébastien Ourselin; M. Jorge Cardoso; Andrew Feng (CoRR, 2019)

Use the force: deformation correction in robotic 3D ultrasound - Salvatore Virga; Rüdiger Göbl; Maximilian Baust; Nassir Navab; Christoph Hennersperger (Int. J. Comput. Assist. Radiol. Surg., 2018)

SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion - Miroslava Slavcheva; Maximilian Baust; Slobodan Ilic (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Assessment of Breast Cancer Histology Using Densely Connected Convolutional Networks - Matthias Kohl; Christoph Walz; Florian Ludwig; Stefan Braunewell; Maximilian Baust (Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings, 2018)

CFCM: Segmentation via Coarse to Fine Context Memory - Fausto Milletari; Nicola Rieke; Maximilian Baust; Marco Esposito; Nassir Navab (Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV, 2018)

Initialize Globally Before Acting Locally: Enabling Landmark-Free 3D US to MRI Registration - Julia Rackerseder; Maximilian Baust; Rüdiger Göbl; Nassir Navab; Christoph Hennersperger (Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I, 2018)

Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks - Matthias Kohl; Christoph Walz; Florian Ludwig; Stefan Braunewell; Maximilian Baust (CoRR, 2018)

Understanding Regularization to Visualize Convolutional Neural Networks - Maximilian Baust; Florian Ludwig; Christian Rupprecht; Matthias Kohl; Stefan Braunewell (CoRR, 2018)

CFCM: Segmentation via Coarse to Fine Context Memory - Fausto Milletari; Nicola Rieke; Maximilian Baust; Marco Esposito; Nassir Navab (CoRR, 2018)

Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration - Julia Rackerseder; Maximilian Baust; Rüdiger Göbl; Nassir Navab; Christoph Hennersperger (CoRR, 2018)

BACH: Grand Challenge on Breast Cancer Histology Images - 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; et al. (CoRR, 2018)

Redefining Ultrasound Compounding: Computational Sonography - Rüdiger Göbl; Diana Mateus; Christoph Hennersperger; Maximilian Baust; Nassir Navab (CoRR, 2018)

Play for Me: Image Segmentation via Seamless Playsourcing - Christoph Hennersperger; Maximilian Baust (Comput. Games J., 2017)

Vascular image registration techniques: A living review - Stefan Matl; Richard Brosig; Maximilian Baust; Nassir Navab; Stefanie Demirci (Medical Image Anal., 2017)

KillingFusion: Non-rigid 3D Reconstruction without Correspondences - Miroslava Slavcheva; Maximilian Baust; Daniel Cremers; Slobodan Ilic (2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017, 2017)

Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses - Christian Rupprecht; Iro Laina; Robert S. DiPietro; Maximilian Baust (IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017, 2017)

Towards Implicit Correspondence in Signed Distance Field Evolution - Miroslava Slavcheva; Maximilian Baust; Slobodan Ilic (2017 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2017, Venice, Italy, October 22-29, 2017, 2017)

Context-sensitive patch histograms for detecting rare events in histopathological data - Kristians Diaz; Maximilian Baust; Nassir Navab (Medical Imaging 2017: Digital Pathology, Orlando, Florida, United States, 11-16 February 2017, 2017)

Joint Segmentation and Shape Regularization With a Generalized Forward-Backward Algorithm - Anca Stefanoiu; Andreas Weinmann; Martin Storath; Nassir Navab; Maximilian Baust (IEEE Trans. Image Process., 2016)

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images - Abhishek Vahadane; Tingying Peng; Amit Sethi; Shadi Albarqouni; Lichao Wang; Maximilian Baust; Katja Steiger; Anna Melissa Schlitter; Irene Esposito; Nassir Navab (IEEE Trans. Medical Imaging, 2016)

Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach - Maximilian Baust; Andreas Weinmann; Matthias Wieczorek; Tobias Lasser; Martin Storath; Nassir Navab (IEEE Trans. Medical Imaging, 2016)

Playsourcing: A Novel Concept for Knowledge Creation in Biomedical Research - Shadi Albarqouni; Stefan Matl; Maximilian Baust; Nassir Navab; Stefanie Demirci (Deep Learning and Data Labeling for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings, 2016)

Deep Active Contours - Christian Rupprecht; Elizabeth Huaroc; Maximilian Baust; Nassir Navab (CoRR, 2016)

Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses - Christian Rupprecht; Iro Laina; Maximilian Baust; Federico Tombari; Gregory D. Hager; Nassir Navab (CoRR, 2016)

Multi-Scale Tubular Structure Detection in Ultrasound Imaging - Christoph Hennersperger; Maximilian Baust; Paulo Waelkens; Athanasios Karamalis; Seyed-Ahmad Ahmadi; Nassir Navab (IEEE Trans. Medical Imaging, 2015)

Multi-scale Graph-based Guided Filter for De-noising Cryo-Electron Tomographic Data - Shadi Albarqouni; Maximilian Baust; Sailesh Conjeti; Asharf Al-Amoudi; Nassir Navab (Proceedings of the British Machine Vision Conference 2015, BMVC 2015, Swansea, UK, September 7-10, 2015, 2015)

Total variation regularization of shape signals - Maximilian Baust; Laurent Demaret; Martin Storath; Nassir Navab; Andreas Weinmann (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015, 2015)

Structure-preserved color normalization for histological images - Abhishek Vahadane; Tingying Peng; Shadi Albarqouni; Maximilian Baust; Katja Steiger; Anna Melissa Schlitter; Amit Sethi; Irene Esposito; Nassir Navab (12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, 2015)

Computational Sonography - Christoph Hennersperger; Maximilian Baust; Diana Mateus; Nassir Navab (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II, 2015)

Real-time uncertainty visualization for B-mode ultrasound - Christian Schulte zu Berge; Denis Declara; Christoph Hennersperger; Maximilian Baust; Nassir Navab (2015 IEEE Scientific Visualization Conference, SciVis 2015, Chicago, IL, USA, October 25-30, 2015, 2015)

Semi-Automatic Segmentation of Autosomal Dominant Polycystic Kidneys using Random Forests - Kanishka Sharma; Loïc Peter; Christian Rupprecht; Anna Caroli; Lichao Wang; Andrea Remuzzi; Maximilian Baust; Nassir Navab (CoRR, 2015)

Predicate-Based Focus-and-Context Visualization for 3D Ultrasound - Christian Schulte zu Berge; Maximilian Baust; Ankur Kapoor; Nassir Navab (IEEE Trans. Vis. Comput. Graph., 2014)

Variational Level Set Segmentation in Riemannian Sobolev Spaces - Maximilian Baust; Darko Zikic; Nassir Navab (British Machine Vision Conference, BMVC 2014, Nottingham, UK, September 1-5, 2014, 2014)

Shading Correction for Whole Slide Image Using Low Rank and Sparse Decomposition - Tingying Peng; Lichao Wang; Christine Bayer; Sailesh Conjeti; Maximilian Baust; Nassir Navab (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I, 2014)

A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data - Christoph Hennersperger; Diana Mateus; Maximilian Baust; Nassir Navab (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II, 2014)

3D Velocity Field and Flow Profile Reconstruction from Arbitrarily Sampled Doppler Ultrasound Data - Oliver Zettinig; Christoph Hennersperger; Christian Schulte zu Berge; Maximilian Baust; Nassir Navab (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II, 2014)

Disocclusion-based 2D-3D registration for aortic interventions - Stefanie Demirci; Maximilian Baust; Oliver Kutter; Frode Manstad-Hulaas; Hans-Henning Eckstein; Nassir Navab (Comput. Biol. Medicine, 2013)

Polar Active Contours for Medical Applications - Maximilian Tobias Baust (Technical University Munich, 2012)

Translation, Scale, and Deformation Weighted Polar Active Contours - Maximilian Baust; Anthony J. Yezzi; Gözde B. Ünal; Nassir Navab (J. Math. Imaging Vis., 2012)

A Sobolev-type metric for polar active contours - Maximilian Baust; Anthony J. Yezzi; Gözde B. Ünal; Nassir Navab (The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011, 2011)

A Fully Implicit Framework for Sobolev Active Contours and Surfaces - Maximilian Baust; Nassir Navab (Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31 - September 2, 2011. Proceedings, 2011)

A general preconditioning scheme for difference measures in deformable registration - Darko Zikic; Maximilian Baust; Ali Kamen; Nassir Navab (IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011, 2011)

Computer-Aided Diagnosis of Pigmented Skin Dermoscopic Images - Asad Safi; Maximilian Baust; Olivier Pauly; Victor Castañeda; Tobias Lasser; Diana Mateus; Nassir Navab; Rüdiger Hein; Mahzad Ziai (Medical Content-Based Retrieval for Clinical Decision Support - Second MICCAI International Workshop, MCBR-CDS 2011, Toronto, ON, Canada, September 22, 2011, Revised Selected Papers, 2011)

3D Stent Recovery from One X-Ray Projection - Stefanie Demirci; Ali Bigdelou; Lejing Wang; Christian Wachinger; Maximilian Baust; Radhika Tibrewal; Reza Ghotbi; Hans-Henning Eckstein; Nassir Navab (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part I, 2011)

Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson Diagnosis - Seyed-Ahmad Ahmadi; Maximilian Baust; Athanasios Karamalis; Annika Plate; Kai Boetzel; Tassilo Klein; Nassir Navab (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

Diffusion-based Regularisation Strategies for Variational Level Set Segmentation - Maximilian Baust; Darko Zikic; Nassir Navab (British Machine Vision Conference, BMVC 2010, Aberystwyth, UK, August 31 - September 3, 2010. Proceedings, 2010)

A Spherical Harmonics Shape Model for Level Set Segmentation - Maximilian Baust; Nassir Navab (Computer Vision - ECCV 2010, 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part III, 2010)

Generalization of Deformable Registration in Riemannian Sobolev Spaces - Darko Zikic; Maximilian Baust; Ali Kamen; Nassir Navab (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)

Monocular Deformable Model-to-Image Registration of Vascular Structures - Martin Groher; Maximilian Baust; Darko Zikic; Nassir Navab (Biomedical Image Registration, 4th International Workshop, WBIR 2010, Lübeck, Germany, July 11-13, 2010. Proceedings, 2010)

Stent Graft Removal for Improving 2D-3D Registration - Maximilian Baust; Stefanie Demirci; Nassir Navab (Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009, 2009)