Patent

Technique to perform neural network architecture search with federated learning

Holger Reinhard Roth, Dong Yang, Wenqi Li, Andriy Myronenko, Wentao Zhu, Ziyue Xu, Xiaosong Wang, Daguang Xu
US 16/889,652 (2021)

Image segmentation using one or more neural networks

Dong Yang, Holger Roth, Xiaosong Wang, Ziyue Xu, Andriy Myronenko, Daguang Xu
U.S. Patent Application 16/856,823 (2021)

Image annotation using one or more neural networks

Holger Roth, Dong Yang, Daguang Xu, Vishwesh Nath
U.S. Patent Application 16/858,219 (2021)

Training strategy search using reinforcement learning

Dong Yang, Holger Reinhard Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Te-Chung Isaac Yang, Daguang Xu
US Patent App. 16/568,161 (2021)

Neural network for image registration and image segmentation trained using a registration simulator

Wentao Zhu, Daguang Xu, Andriy Myronenko, Ziyue Xu
US Patent App. 16/540,717 (2021)

Deep image-to-image network learning for medical image analysis

S Kevin Zhou, Dorin Comaniciu, Bogdan Georgescu, Yefeng Zheng, David Liu, Daguang Xu
US Patent App. 16/042,538 (2021)

Method and system for artificial intelligence based medical image segmentation

Shaohua Kevin Zhou, Mingqing Chen, Hui Ding, Bogdan Georgescu, Mehmet Akif Gulsun, Tae Soo Kim, Atilla Peter Kiraly, Xiaoguang Lu, Jin-hyeong Park, Puneet Sharma, Shanhui Sun, Daguang Xu, XU Zhoubing, Yefeng Zheng
US Patent App. 16/094,900 (2020)

Cell image synthesis using one or more neural networks

Ziyue Xu, Xiaosong Wang, Hoo Chang Shin, Dong Yang, Holger Roth, Daguang Xu, Ling Zhang, Fausto Milletari
US Patent App. 16/443,549 (2020)

Identifying Image Segmentation Quality Using Neural Networks

Dong Yang, Daguang Xu, Fengze Liu, Yingda Xia
US Patent App. 16/380,759 (2020)

Techniques to train a neural network using transformations

Xiaosong Wang, Ziyue Xu, Dong Yang, Holger Reinhard Roth, Andriy Myronenko, Daguang Xu, Ling Zhang
US Patent App. 16/813,673 (2020)

Virtualized computing platform for inferencing, advanced processing, and machine learning applications

Nicholas Haemel, Bojan Vukojevic, Risto Haukioja, Andrew Feng, Yan Cheng, Sachidanand Alle, Daguang Xu, Holger Reinhard Roth, Johnny Israeli
US Patent App. 16/515,890 (2020)

3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes

Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna Jerebko, Sasa Grbic, Olivier Pauly, Dorin Comaniciu
US Patent App. 15996719 (2019)

Medical Image Object Detection with Dense Feature Pyramid Network Architecture in Machine Learning

Bogdan Georgescu, Eric Wengrowski, Siqi Liu, Daguang Xu, Dorin Comaniciu, Shaohua Kevin Zhou
US Patent App. 15802893 (2019)

Method and system for artificial intelligence based medical image segmentation

Multiple landmark detection in medical images based on hierarchical feature learning and end-to-end training

Daguang Xu, Tao Xiong, David Liu, Shaohua Kevin Zhou, Mingqing Chen, Dorin Comaniciu
US Patent App. 10/210,613 (2019)

Intelligent contouring of anatomy with structured user click points

Shaohua Kevin Zhou, Daguang Xu, Jan Kretschmer, Han Xiao
US Patent App. 15/661,429 (2019)

Semantic segmentation for cancer detection in digital breast tomosynthesis

Lucian Mihai Itu, Laszlo Lazar, Siqi Liu, Olivier Pauly, Philipp Seegerer, Iulian Ionut Stroia, Alexandru Turcea, Anamaria Vizitiu, Daguang Xu, Shaohua Kevin Zhou
US Patent App. 16/033,332 (2019)

Deep Image-to-Image Network Learning for Medical Image Analysis

S Kevin Zhou, Dorin Comaniciu, Bogdan Georgescu, Yefeng Zheng, David Liu, Daguang Xu
US Patent App. 16/042,538 (2018)

System for Synthetic Display of Multi-Modality Data

Bernhard Geiger, Shaohua Kevin Zhou, Carol L Novak, Daguang Xu, David Liu
US Patent App. 15/469,878 (2018)

Method and system for whole body bone removal and vascular visualization in medical image data

Nathan Lay, David Liu, Shaohua Kevin Zhou, Bernhard Geiger, Li Zhang, Vincent Ordy, Daguang Xu, Chris Schwemmer, Philipp Wolber, Noha Youssry El-zehiry
US Patent App. 16/021,881 (2018)

Automatic Liver Segmentation Using Adversarial Image-to-Image Network

Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Dorin Comaniciu
US Patent App. 15/877,805 (2018)

Deep Image-to-Image Recurrent Network with Shape Basis for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes

Dong Yang, Tao Xiong, Daguang Xu, Shaohua Kevin Zhou, Mingqing Chen, XU Zhoubing, Dorin Comaniciu, Jin-hyeong Park
US Patent App. 15/886,873 (2018)

Adversarial and Dual Inverse Deep Learning Networks for Medical Image Analysis

Shaohua Kevin Zhou, Mingqing Chen, Daguang Xu, XU Zhoubing, Dong Yang
US Patent App. 15/868,062 (2018)

Hierarchical Learning of Weights of a Neural Network for Performing Multiple Analyses

Shaohua Kevin Zhou, Mingqing Chen, Daguang Xu, XU Zhoubing, Shun Miao, Dong Yang, He Zhang
US Patent App. 15/865,581 (2018)

Atlas-based contouring of organs at risk for radiation therapy

Li Zhang, Shanhui Sun, Shaohua Kevin Zhou, Daguang Xu, XU Zhoubing, Tommaso Mansi, Ying Chi, Yefeng Zheng, Pavlo Dyban, Nora Hünemohr, Julian Krebs, David Liu
US Patent App. 15/625,380 (2018)

Method and System for Image Registration Using an Intelligent Artificial Agent

Rui Liao, Shun Miao, Pierre De Tournemire, Julian Krebs, Li Zhang, Bogdan Georgescu, Sasa Grbic, Florin Cristian Ghesu, Vivek Kumar Singh, Daguang Xu, Tommaso Mansi, Ali Kamen, Dorin Comaniciu
US Patent App. 15/587,094 (2017)

Multiple landmark detection in medical images based on hierarchical feature learning and end-to-end training

Daguang Xu, Tao Xiong, David Liu, Shaohua Kevin Zhou, Mingqing Chen, Dorin Comaniciu
US Patent App. 15/591,157 (2017)

Deep Image-to-Image Network Learning for Medical Image Analysis

S Kevin Zhou, Dorin Comaniciu, Bogdan Georgescu, Yefeng Zheng, David Liu, Daguang Xu
US Patent App. 15/618,384 (2017)

Deep image-to-image network learning for medical image analysis

S Kevin Zhou, Dorin Comaniciu, Bogdan Georgescu, Yefeng Zheng, David Liu, Daguang Xu
US Patent 9,760,807 (2017)

User-guided shape morphing in bone segmentation for medical imaging

Daguang Xu, Shaohua Kevin Zhou
US Patent 9,710,880 (2017)

Method and System for Whole Body Bone Removal and Vascular Visualization in Medical Image Data

Nathan Lay, David Liu, Shaohua Kevin Zhou, Bernhard Geiger, Li Zhang, Vincent Ordy, Daguang Xu, Chris Schwemmer, Philipp Wolber, Noha Youssry El-Zehiry
US Patent App. 14/703,132 (2016)