Fausto Milletari

45 papers A 2B 1Journal 24Unranked 15

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Adapting Self-Supervised Learning for Computational Pathology. CoRR Eric Zimmermann, Neil A. Tenenholtz, James Brian Hall, George Shaikovski, Michal Zelechowski, Adam Casson, Fausto Milletari, Julian Viret, Eugene Vorontsov, Siqi Liu, Kristen Severson
2023	J	`jnl`	Towards an AI-based assessment model of surgical difficulty during early phase laparoscopic cholecystectomy. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Julian Ronald Abbing, Frank J. Voskens, Beerend G. A. Gerats, Ruby Mae Egging, Fausto Milletari, Ivo A. M. J. Broeders
2020	—	`conf`	Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network. MIDL Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Dong Yang, Holger Roth, Fausto Milletari, Ling Zhang, Daguang Xu
2020	—	`ed.`	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 DART/DCL@MICCAI Shadi Albarqouni, Spyridon Bakas, Konstantinos Kamnitsas, M. Jorge Cardoso, Bennett A. Landman, Wenqi Li, Fausto Milletari, Nicola Rieke, Holger Roth, Daguang Xu, Ziyue Xu
2020	A	`conf`	NeurReg: Neural Registration and Its Application to Image Segmentation. WACV Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu
2020	J	`jnl`	Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation. CoRR Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu
2020	J	`jnl`	The Future of Digital Health with Federated Learning. CoRR 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
2019	J	`jnl`	Cloud Deployment of High-Resolution Medical Image Analysis With TOMAAT. IEEE J. Biomed. Health Informatics Fausto Milletari, Johann Frei, Moustafa AboulAtta, Gerome Vivar, Seyed-Ahmad Ahmadi
2019	J	`jnl`	Correlation via synthesis: end-to-end nodule image generation and radiogenomic map learning based on generative adversarial network. CoRR Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Dong Yang, Holger Roth, Fausto Milletari, Ling Zhang, Daguang Xu
2019	—	`ed.`	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 DART/MIL3ID@MICCAI 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
2019	B	`conf`	Improving V-Nets for multi-class abdominal organ segmentation. Image Processing Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2019	J	`jnl`	Interactive segmentation of medical images through fully convolutional neural networks. CoRR Tomas Sakinis, Fausto Milletari, Holger Roth, Panagiotis Korfiatis, Petro M. Kostandy, Kenneth Philbrick, Zeynettin Akkus, Ziyue Xu, Daguang Xu, Bradley J. Erickson
2019	J	`jnl`	NeurReg: Neural Registration and Its Application to Image Segmentation. CoRR Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu
2019	J	`jnl`	Privacy-preserving Federated Brain Tumour Segmentation. CoRR Wenqi Li, Fausto Milletari, Daguang Xu, Nicola Rieke, Jonny Hancox, Wentao Zhu, Maximilian Baust, Yan Cheng, Sébastien Ourselin, M. Jorge Cardoso, Andrew Feng
2019	J	`jnl`	Robust navigation support in lowest dose image setting. Int. J. Comput. Assist. Radiol. Surg. Mai Bui, Felix Bourier, Christoph Baur, Fausto Milletari, Nassir Navab, Stefanie Demirci
2019	—	`conf`	Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation. MICCAI (2) Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu
2019	—	`conf`	Straight to the Point: Reinforcement Learning for User Guidance in Ultrasound. SUSI/PIPPI@MICCAI Fausto Milletari, Vighnesh Birodkar, Michal Sofka
2019	J	`jnl`	Straight to the point: reinforcement learning for user guidance in ultrasound. CoRR Fausto Milletari, Vighnesh Birodkar, Michal Sofka
2019	—	`conf`	Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features. SASHIMI@MICCAI Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Holger Roth, Dong Yang, Fausto Milletari, Ling Zhang, Daguang Xu
2019	—	`conf`	Weakly Supervised Segmentation from Extreme Points. LABELS/HAL-MICCAI/CuRIOUS@MICCAI Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu
2019	J	`jnl`	Weakly supervised segmentation from extreme points. CoRR Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu
2018	—	`conf`	CFCM: Segmentation via Coarse to Fine Context Memory. MICCAI (4) Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab
2018	J	`jnl`	CFCM: Segmentation via Coarse to Fine Context Memory. CoRR Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab
2018	—	`—`	Hough Voting Strategies for Segmentation, Detection and Tracking (Hough Voting Strategies für Segmentierung, Detektion und Tracking) Fausto Milletari
2018	J	`jnl`	TOMAAT: volumetric medical image analysis as a cloud service. CoRR Fausto Milletari
2017	J	`jnl`	3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation. Int. J. Comput. Assist. Radiol. Surg. Marco Riva, Christoph Hennersperger, Fausto Milletari, Amin Katouzian, Federico Pessina, Benjamín Gutiérrez-Becker, Antonella Castellano, Nassir Navab, Lorenzo Bello
2017	—	`conf`	Fully Convolutional Regression Network for Accurate Detection of Measurement Points. DLMIA/ML-CDS@MICCAI Michal Sofka, Fausto Milletari, Jimmy Jia, Alex Rothberg
2017	J	`jnl`	Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound. Comput. Vis. Image Underst. 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
2017	—	`conf`	Integrating Statistical Prior Knowledge into Convolutional Neural Networks. MICCAI (1) Fausto Milletari, Alex Rothberg, Jimmy Jia, Michal Sofka
2016	J	`jnl`	Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences. Int. J. Comput. Assist. Radiol. Surg. Christoph Baur, Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita
2016	—	`conf`	Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes. GCPR Christine Kroll, Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi
2016	—	`conf`	Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation. ECCV (3) Wadim Kehl, Fausto Milletari, Federico Tombari, Slobodan Ilic, Nassir Navab
2016	J	`jnl`	Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation. CoRR Wadim Kehl, Fausto Milletari, Federico Tombari, Slobodan Ilic, Nassir Navab
2016	J	`jnl`	Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound. CoRR 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
2016	—	`conf`	Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. MLMI@MICCAI Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng
2016	J	`jnl`	Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields. CoRR Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng
2016	J	`jnl`	Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. IEEE Trans. Medical Imaging 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
2016	—	`conf`	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation. 3DV Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi
2016	J	`jnl`	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation. CoRR Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi
2015	J	`jnl`	3D transcranial ultrasound as a novel intra-operative imaging technique for DBS surgery: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. Seyed-Ahmad Ahmadi, Fausto Milletari, Nassir Navab, Madeleine Schuberth, Annika Plate, Kai Bötzel
2015	J	`jnl`	Multimodal image-guided prostate fusion biopsy based on automatic deformable registration. Int. J. Comput. Assist. Radiol. Surg. 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
2015	—	`conf`	Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations. MICCAI (2) Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Christoph Hennersperger, Federico Tombari, Amit Shah, Annika Plate, Kai Boetzel, Nassir Navab
2015	A	`conf`	Universal Hough dictionaries for object tracking. BMVC Fausto Milletari, Wadim Kehl, Federico Tombari, Slobodan Ilic, Seyed-Ahmad Ahmadi, Nassir Navab
2014	—	`conf`	Fully Automatic Catheter Localization in C-Arm Images Using ℓ1-Sparse Coding. MICCAI (2) Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita
2013	—	`conf`	Automatic Detection of Multiple and Overlapping EP Catheters in Fluoroscopic Sequences. MICCAI (3) Fausto Milletari, Nassir Navab, Pascal Fallavollita