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Fausto Milletari

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Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation

Jun 10, 2020
Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu

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The Future of Digital Health with Federated Learning

Mar 18, 2020
Nicola Rieke, Jonny Hancox, Wenqi Li, Fausto Milletari, Holger Roth, Shadi Albarqouni, Spyridon Bakas, Mathieu N. Galtier, Bennett Landman, Klaus Maier-Hein, Sebastien Ourselin, Micah Sheller, Ronald M. Summers, Andrew Trask, Daguang Xu, Maximilian Baust, M. Jorge Cardoso

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NeurReg: Neural Registration and Its Application to Image Segmentation

Oct 04, 2019
Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu

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Weakly supervised segmentation from extreme points

Oct 02, 2019
Holger Roth, Ling Zhang, Dong Yang, Fausto Milletari, Ziyue Xu, Xiaosong Wang, Daguang Xu

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Correlation via synthesis: end-to-end nodule image generation and radiogenomic map learning based on generative adversarial network

Jul 08, 2019
Ziyue Xu, Xiaosong Wang, Hoo-Chang Shin, Dong Yang, Holger Roth, Fausto Milletari, Ling Zhang, Daguang Xu

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Interactive segmentation of medical images through fully convolutional neural networks

Mar 19, 2019
Tomas Sakinis, Fausto Milletari, Holger Roth, Panagiotis Korfiatis, Petro Kostandy, Kenneth Philbrick, Zeynettin Akkus, Ziyue Xu, Daguang Xu, Bradley J. Erickson

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Straight to the point: reinforcement learning for user guidance in ultrasound

Mar 02, 2019
Fausto Milletari, Vighnesh Birodkar, Michal Sofka

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CFCM: Segmentation via Coarse to Fine Context Memory

Jun 04, 2018
Fausto Milletari, Nicola Rieke, Maximilian Baust, Marco Esposito, Nassir Navab

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TOMAAT: volumetric medical image analysis as a cloud service

Apr 25, 2018
Fausto Milletari, Johann Frei, Seyed-Ahmad Ahmadi

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Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields

Aug 26, 2016
Gerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian Theis, Tingying Peng

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