Dong Nie

Overview

Best Publications

• Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

  Spyridon Bakas;Mauricio Reyes;Andras Jakab;Stefan Bauer

  1791
  Citations

• Medical Image Synthesis with Context-Aware Generative Adversarial Networks

  Dong Nie;Roger Trullo;Jun Lian;Caroline Petitjean

  773
  Citations

• Medical Image Synthesis with Deep Convolutional Adversarial Networks

  Dong Nie;Roger Trullo;Jun Lian;Li Wang

  614
  Citations

• 3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients.

  Dong Nie;Han Zhang;Ehsan Adeli;Luyan Liu

  335
  Citations

• Fully convolutional networks for multi-modality isointense infant brain image segmentation

  Dong Nie;Li Wang;Yaozong Gao;Dinggang Sken

  319
  Citations

• Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI

  Lei Xiang;Yu Qiao;Dong Nie;Le An

  304
  Citations

• Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks.

  Dong Nie;Xiaohuan Cao;Yaozong Gao;Li Wang

  279
  Citations

• ASDNet: Attention Based Semi-supervised Deep Networks for Medical Image Segmentation

  Dong Nie;Yaozong Gao;Li Wang;Dinggang Shen

  258
  Citations

• Deformable Image Registration based on Similarity-Steered CNN Regression.

  Xiaohuan Cao;Jianhua Yang;Jun Zhang;Dong Nie

  215
  Citations

• High-Resolution Encoder–Decoder Networks for Low-Contrast Medical Image Segmentation

  Sihang Zhou;Dong Nie;Ehsan Adeli;Jianping Yin

  210
  Citations

• Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages

  Dong Nie;Junfeng Lu;Han Zhang;Ehsan Adeli

  198
  Citations

• Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

  Li Wang;Dong Nie;Guannan Li;Elodie Puybareau

  198
  Citations

• Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image.

  Lei Xiang;Qian Wang;Dong Nie;Lichi Zhang

  192
  Citations

• 3-D Fully Convolutional Networks for Multimodal Isointense Infant Brain Image Segmentation

  Dong Nie;Li Wang;Ehsan Adeli;Cuijin Lao

  188
  Citations

• Interleaved 3D-CNNs for joint segmentation of small-volume structures in head and neck CT images

  Xuhua Ren;Lei Xiang;Dong Nie;Yeqin Shao

  187
  Citations

• Anatomical Landmark Based Deep Feature Representation for MR Images in Brain Disease Diagnosis

  Mingxia Liu;Jun Zhang;Dong Nie;Pew-Thian Yap

  162
  Citations

• Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks

  Kelei He;Xiaohuan Cao;Yinghuan Shi;Dong Nie

  104
  Citations

• Segmentation of Organs at Risk in thoracic CT images using a SharpMask architecture and Conditional Random Fields

  R. Trullo;C. Petitjean;S. Ruan;B. Dubray

  98
  Citations

• CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation.

  Shuai Wang;Kelei He;Dong Nie;Sihang Zhou

  92
  Citations

• HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images

  Kelei He;Chunfeng Lian;Bing Zhang;Xin Zhang

  87
  Citations

• Medical Image Synthesis with Context-Aware Generative Adversarial Networks

  Dong Nie;Roger Trullo;Caroline Petitjean;Su Ruan

  28
  Citations