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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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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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* Published at MICCAI 2021 

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Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation


Apr 20, 2021
Yingda Xia, Dong Yang, Wenqi Li, Andriy Myronenko, Daguang Xu, Hirofumi Obinata, Hitoshi Mori, Peng An, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Anna Ierardi, Alan Yuille, Holger Roth

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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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Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan


Nov 23, 2020
Dong Yang, Ziyue Xu, Wenqi Li, Andriy Myronenko, Holger R. Roth, Stephanie Harmon, Sheng Xu, Baris Turkbey, Evrim Turkbey, Xiaosong Wang, Wentao Zhu, Gianpaolo Carrafiello, Francesca Patella, Maurizio Cariati, Hirofumi Obinata, Hitoshi Mori, Kaku Tamura, Peng An, Bradford J. Wood, Daguang Xu

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* Accepted with minor revision to Medical Image Analysis 

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Weakly supervised one-stage vision and language disease detection using large scale pneumonia and pneumothorax studies


Jul 31, 2020
Leo K. Tam, Xiaosong Wang, Evrim Turkbey, Kevin Lu, Yuhong Wen, Daguang Xu

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* Accepted at Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2020 

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A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling


Mar 07, 2016
Amal Farag, Le Lu, Holger R. Roth, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

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* 14 pages, 14 figures, 2 tables 

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DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation


Jun 22, 2015
Holger R. Roth, Le Lu, Amal Farag, Hoo-Chang Shin, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

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* To be presented at MICCAI 2015 - 18th International Conference on Medical Computing and Computer Assisted Interventions, Munich, Germany 

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A Bottom-Up Approach for Automatic Pancreas Segmentation in Abdominal CT Scans


Jul 31, 2014
Amal Farag, Le Lu, Evrim Turkbey, Jiamin Liu, Ronald M. Summers

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* Abdominal Workshop in Conjunction with MICCAI 2014 

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A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations


Jun 06, 2014
Holger R. Roth, Le Lu, Ari Seff, Kevin M. Cherry, Joanne Hoffman, Shijun Wang, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

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* Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 Volume 8673 of the series Lecture Notes in Computer Science pp 520-527 
* This article will be presented at MICCAI (Medical Image Computing and Computer-Assisted Interventions) 2014 

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