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Synthesis of realistic fetal MRI with conditional Generative Adversarial Networks


Sep 20, 2022
Marina Fernandez Garcia, Rodrigo Gonzalez Laiz, Hui Ji, Kelly Payette, Andras Jakab

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Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction


May 01, 2022
Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiaoqun Zhang

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Fetal Brain Tissue Annotation and Segmentation Challenge Results


Apr 20, 2022
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Li Xuesong, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern Menze, Meritxell Bach Cuadra, Andras Jakab

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* Results from FeTA Challenge 2021, held at MICCAI; Manuscript submitted 

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Gaussian Kernel Mixture Network for Single Image Defocus Deblurring


Oct 31, 2021
Yuhui Quan, Zicong Wu, Hui Ji

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* Accepted by NeurIPS 2021 

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A comparison of automatic multi-tissue segmentation methods of the human fetal brain using the FeTA Dataset


Oct 29, 2020
Kelly Payette, Priscille de Dumast, Hamza Kebiri, Ivan Ezhov, Johannes C. Paetzold, Suprosanna Shit, Asim Iqbal, Romesa Khan, Raimund Kottke, Patrice Grehten, Hui Ji, Levente Lanczi, Marianna Nagy, Monika Beresova, Thi Dao Nguyen, Giancarlo Natalucci, Theofanis Karayannis, Bjoern Menze, Meritxell Bach Cuadra, Andras Jakab

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* Paper currently under review 

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Deep Bilateral Retinex for Low-Light Image Enhancement


Jul 04, 2020
Jinxiu Liang, Yong Xu, Yuhui Quan, Jingwen Wang, Haibin Ling, Hui Ji

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* 15 pages 

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Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction


Dec 16, 2019
Jiulong Liu, Angelica I. Aviles-Rivero, Hui Ji, Carola-Bibiane Schönlieb

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Convolutional Neural Network on Semi-Regular Triangulated Meshes and its Application to Brain Image Data


Apr 15, 2019
Caoqiang Liu, Hui Ji, Anqi Qiu

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* conference 

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Removing out-of-focus blur from a single image


Aug 28, 2018
Guodong Xu, Chaoqiang Liu, Hui Ji

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Weighted total variation based convex clustering


Aug 28, 2018
Guodong Xu, Yu Xia, Hui Ji

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