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2020 – today
- 2024
[i15]Eric Zimmermann, Neil A. Tenenholtz, James Brian Hall, George Shaikovski, Michal Zelechowski, Adam Casson, Fausto Milletari, Julian Viret, Eugene Vorontsov, Siqi Liu, Kristen Severson:
Adapting Self-Supervised Learning for Computational Pathology. CoRR abs/2405.01688 (2024)- 2023
- [j11]Julian Ronald Abbing, Frank J. Voskens, Beerend G. A. Gerats
, Ruby Mae Egging, Fausto Milletari, Ivo A. M. J. Broeders:
Towards an AI-based assessment model of surgical difficulty during early phase laparoscopic cholecystectomy. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1299-1306 (2023) - 2022
- [j10]Bokai Zhang, Julian Ronald Abbing, Amer Ghanem, Danyal Fer, Jocelyn Barker, Rami Abukhalil, Varun Kejriwal Goel, Fausto Milletarì:
Towards accurate surgical workflow recognition with convolutional networks and transformers. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(4): 349-356 (2022) - 2020
- [j9]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) - [c19]Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Dong Yang, Holger Roth, Fausto Milletari, Ling Zhang, Daguang Xu:
Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network. MIDL 2020: 857-866 - [c18]Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu:
NeurReg: Neural Registration and Its Application to Image Segmentation. WACV 2020: 3606-3615 - [e2]Shadi Albarqouni, Spyridon Bakas, Konstantinos Kamnitsas, M. Jorge Cardoso, Bennett A. Landman, Wenqi Li, Fausto Milletari, Nicola Rieke, Holger Roth, Daguang Xu, Ziyue Xu:
Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning - Second MICCAI Workshop, DART 2020, and First MICCAI Workshop, DCL 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. Lecture Notes in Computer Science 12444, Springer 2020, ISBN 978-3-030-60547-6 [contents] - [i14]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) - [i13]Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu:
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation. CoRR abs/2006.05847 (2020)
2010 – 2019
- 2019
- [j8]Mai Bui, Felix Bourier, Christoph Baur, Fausto Milletari, Nassir Navab, Stefanie Demirci:
Robust navigation support in lowest dose image setting. Int. J. Comput. Assist. Radiol. Surg. 14(2): 291-300 (2019) - [j7]Fausto Milletari, Johann Frei, Moustafa AboulAtta, Gerome Vivar, Seyed-Ahmad Ahmadi:
Cloud Deployment of High-Resolution Medical Image Analysis With TOMAAT. IEEE J. Biomed. Health Informatics 23(3): 969-977 (2019) - [c17]Fausto Milletari, Vighnesh Birodkar, Michal Sofka:
Straight to the Point: Reinforcement Learning for User Guidance in Ultrasound. SUSI/PIPPI@MICCAI 2019: 3-10 - [c16]Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu:
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation. MICCAI (2) 2019: 3-11 - [c15]Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu:
Weakly Supervised Segmentation from Extreme Points. LABELS/HAL-MICCAI/CuRIOUS@MICCAI 2019: 42-50 - [c14]Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Holger Roth, Dong Yang, Fausto Milletari, Ling Zhang, Daguang Xu:
Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features. SASHIMI@MICCAI 2019: 62-70 - [c13]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 - [c12]Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Improving V-Nets for multi-class abdominal organ segmentation. Medical Imaging: Image Processing 2019: 109490B - [e1]Qian Wang, Fausto Milletari, Hien Van Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve B. Jiang, S. Kevin Zhou, Khoa Luu, Ngan Le:
Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data - First MICCAI Workshop, DART 2019, and First International Workshop, MIL3ID 2019, Shenzhen, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Lecture Notes in Computer Science 11795, Springer 2019, ISBN 978-3-030-33390-4 [contents] - [i12]Fausto Milletari, Vighnesh Birodkar, Michal Sofka:
Straight to the point: reinforcement learning for user guidance in ultrasound. CoRR abs/1903.00586 (2019) - [i11]Tomas Sakinis, Fausto Milletari, Holger Roth, Panagiotis Korfiatis, Petro M. Kostandy, Kenneth Philbrick, Zeynettin Akkus, Ziyue Xu, Daguang Xu, Bradley J. Erickson:
Interactive segmentation of medical images through fully convolutional neural networks. CoRR abs/1903.08205 (2019) - [i10]Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Dong Yang, Holger Roth, Fausto Milletari, Ling Zhang, Daguang Xu:
Correlation via synthesis: end-to-end nodule image generation and radiogenomic map learning based on generative adversarial network. CoRR abs/1907.03728 (2019) - [i9]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) - [i8]Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu:
Weakly supervised segmentation from extreme points. CoRR abs/1910.01236 (2019) - [i7]Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu:
NeurReg: Neural Registration and Its Application to Image Segmentation. CoRR abs/1910.01763 (2019) - 2018
- [b1]Fausto Milletari:
Hough Voting Strategies for Segmentation, Detection and Tracking (Hough Voting Strategies für Segmentierung, Detektion und Tracking). Technical University of Munich, Germany, 2018 - [c11]Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab:
CFCM: Segmentation via Coarse to Fine Context Memory. MICCAI (4) 2018: 667-674 - [i6]Fausto Milletari:
TOMAAT: volumetric medical image analysis as a cloud service. CoRR abs/1803.06784 (2018) - [i5]Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab:
CFCM: Segmentation via Coarse to Fine Context Memory. CoRR abs/1806.01413 (2018) - 2017
- [j6]Marco Riva, Christoph Hennersperger, Fausto Milletari, Amin Katouzian, Federico Pessina, Benjamín Gutiérrez-Becker, Antonella Castellano, Nassir Navab, Lorenzo Bello:
3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation. Int. J. Comput. Assist. Radiol. Surg. 12(10): 1711-1725 (2017) - [j5]Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Annika Plate, Verena E. Rozanski, Juliana Maiostre, Johannes Levin, Olaf Dietrich, Birgit Ertl-Wagner, Kai Bötzel, Nassir Navab:
Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound. Comput. Vis. Image Underst. 164: 92-102 (2017) - [c10]Fausto Milletari, Alex Rothberg, Jimmy Jia, Michal Sofka:
Integrating Statistical Prior Knowledge into Convolutional Neural Networks. MICCAI (1) 2017: 161-168 - [c9]Michal Sofka, Fausto Milletari, Jimmy Jia, Alex Rothberg:
Fully Convolutional Regression Network for Accurate Detection of Measurement Points. DLMIA/ML-CDS@MICCAI 2017: 258-266 - 2016
- [j4]Christoph Baur, Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita:
Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences. Int. J. Comput. Assist. Radiol. Surg. 11(7): 1319-1328 (2016) - [j3]Olivier Bernard, Johan G. Bosch, Brecht Heyde, Martino Alessandrini, Daniel Barbosa, Sorina Camarasu-Pop, Frederic Cervenansky, Sébastien Valette, Oana Mirea, Michel Bernier, Pierre-Marc Jodoin, Jaime Santo Domingos, Richard V. Stebbing, Kevin Keraudren, Ozan Oktay, Jose Caballero, Wei Shi, Daniel Rueckert, Fausto Milletari, Seyed-Ahmad Ahmadi, Erik Smistad, Frank Lindseth, Maartje van Stralen, Chen Wang, Örjan Smedby, Erwan Donal, Mark Monaghan, Alex Papachristidis, Marcel L. Geleijnse, Elena Galli, Jan D'hooge:
Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. IEEE Trans. Medical Imaging 35(4): 967-977 (2016) - [c8]Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi:
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation. 3DV 2016: 565-571 - [c7]Christine Kroll, Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi:
Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes. GCPR 2016: 439-450 - [c6]Wadim Kehl, Fausto Milletari, Federico Tombari, Slobodan Ilic, Nassir Navab:
Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation. ECCV (3) 2016: 205-220 - [c5]Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng:
Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. MLMI@MICCAI 2016: 287-295 - [i4]Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Annika Plate, Verena E. Rozanski, Juliana Maiostre, Johannes Levin, Olaf Dietrich, Birgit Ertl-Wagner, Kai Bötzel, Nassir Navab:
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound. CoRR abs/1601.07014 (2016) - [i3]Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi:
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation. CoRR abs/1606.04797 (2016) - [i2]Wadim Kehl, Fausto Milletari, Federico Tombari, Slobodan Ilic, Nassir Navab:
Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation. CoRR abs/1607.06038 (2016) - [i1]Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng:
Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. CoRR abs/1608.07616 (2016) - 2015
- [j2]Seyed-Ahmad Ahmadi, Fausto Milletari, Nassir Navab, Madeleine Schuberth, Annika Plate, Kai Bötzel:
3D transcranial ultrasound as a novel intra-operative imaging technique for DBS surgery: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. 10(6): 891-900 (2015) - [j1]Oliver Zettinig, Amit Shah, Christoph Hennersperger, Matthias Eiber, Christine Kroll, Hubert Kübler, Tobias Maurer, Fausto Milletari, Julia Rackerseder, Christian Schulte zu Berge, Enno Storz, Benjamin Frisch, Nassir Navab:
Multimodal image-guided prostate fusion biopsy based on automatic deformable registration. Int. J. Comput. Assist. Radiol. Surg. 10(12): 1997-2007 (2015) - [c4]Fausto Milletari, Wadim Kehl, Federico Tombari, Slobodan Ilic, Seyed-Ahmad Ahmadi, Nassir Navab:
Universal Hough dictionaries for object tracking. BMVC 2015: 122.1-122.11 - [c3]Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Christoph Hennersperger, Federico Tombari, Amit Shah, Annika Plate, Kai Boetzel, Nassir Navab:
Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations. MICCAI (2) 2015: 111-118 - 2014
- [c2]Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita:
Fully Automatic Catheter Localization in C-Arm Images Using ℓ1-Sparse Coding. MICCAI (2) 2014: 570-577 - 2013
- [c1]Fausto Milletari, Nassir Navab, Pascal Fallavollita:
Automatic Detection of Multiple and Overlapping EP Catheters in Fluoroscopic Sequences. MICCAI (3) 2013: 371-379
Coauthor Index
aka: Holger R. Roth
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