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Ziyue Xu

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UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation

Apr 05, 2022
Ali Hatamizadeh, Ziyue Xu, Dong Yang, Wenqi Li, Holger Roth, Daguang Xu

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Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation

Mar 18, 2022
An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu

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Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation

Mar 12, 2022
Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth

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T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging

Nov 15, 2021
Dong Yang, Andriy Myronenko, Xiaosong Wang, Ziyue Xu, Holger R. Roth, Daguang Xu

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Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging

Nov 01, 2021
Andriy Myronenko, Ziyue Xu, Dong Yang, Holger Roth, Daguang Xu

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Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports

Oct 06, 2021
Riddhish Bhalodia, Ali Hatamizadeh, Leo Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu

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Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures

Jul 16, 2021
Holger R. Roth, Dong Yang, Wenqi Li, Andriy Myronenko, Wentao Zhu, Ziyue Xu, Xiaosong Wang, Daguang Xu

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FedGL: Federated Graph Learning Framework with Global Self-Supervision

May 07, 2021
Chuan Chen, Weibo Hu, Ziyue Xu, Zibin Zheng

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Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis

Apr 07, 2021
Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci

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Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays

Mar 30, 2021
Xiaosong Wang, Ziyue Xu, Leo Tam, Dong Yang, Daguang Xu

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