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Pengfei Guo

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MoViT: Memorizing Vision Transformers for Medical Image Analysis

Apr 04, 2023
Yiqing Shen, Pengfei Guo, Jingpu Wu, Qianqi Huang, Jinyuan Zhou, Shanshan Jiang, Mathias Unberath

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Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI

Apr 25, 2022
Xirui Hou, Pengfei Guo, Puyang Wang, Peiying Liu, Doris D. M. Lin, Hongli Fan, Yang Li, Zhiliang Wei, Zixuan Lin, Dengrong Jiang, Jin Jin, Catherine Kelly, Jay J. Pillai, Judy Huang, Marco C. Pinho, Binu P. Thomas, Babu G. Welch, Denise C. Park, Vishal M. Patel, Argye E. Hillis, Hanzhang Lu

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Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination

Mar 30, 2022
Yiqun Mei, Pengfei Guo, Vishal M. Patel

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* CVPR2022

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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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Towards performant and reliable undersampled MR reconstruction via diffusion model sampling

Mar 11, 2022
Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal Patel, Rama Chellappa

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On-the-Fly Test-time Adaptation for Medical Image Segmentation

Mar 10, 2022
Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel

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* Tech Report

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ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer

Jan 28, 2022
Pengfei Guo, Yiqun Mei, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel

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