Xin Yang

Best Publications

• Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

  Olivier Bernard;Alain Lalande;Clement Zotti;Frederick Cervenansky

  2143
  Citations

• Deep Learning in Medical Ultrasound Analysis: A Review

  Shengfeng Liu;Yi Wang;Xin Yang;Baiying Lei

  747
  Citations

• 3D deeply supervised network for automated segmentation of volumetric medical images.

  Qi Dou;Lequan Yu;Hao Chen;Yueming Jin

  648
  Citations

• Segment Anything Model for Medical Images?

  Unknown

  446
  Citations

• A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.

  Zhaohan Xiong;Qing Xia;Zhiqiang Hu;Ning Huang

  428
  Citations

• Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks

  Hao Chen;Dong Ni;Jing Qin;Shengli Li

  411
  Citations

• Volumetric convnets with mixed residual connections for automated prostate segmentation from 3d MR images

  Lequan Yu;Xin Yang;Hao Chen;Jing Qin

  389
  Citations

• Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge

  Xiahai Zhuang;Lei Li;Christian Payer;Darko Stern

  330
  Citations

• Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation

  Shujun Wang;Lequan Yu;Xin Yang;Chi-Wing Fu

  275
  Citations

• Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets

  Lequan Yu;Jie Zhi Cheng;Qi Dou;Xin Yang

  217
  Citations

• DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

  Shujun Wang;Lequan Yu;Kang Li;Xin Yang

  174
  Citations

• Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound

  Yi Wang;Na Wang;Min Xu;Junxiong Yu

  167
  Citations

• 3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images

  Guodong Zeng;Xin Yang;Jing Li;Lequan Yu

  130
  Citations

• The multimodality cell segmentation challenge: toward universal solutions

  Unknown

  123
  Citations

• Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound

  Xin Yang;Lequan Yu;Shengli Li;Huaxuan Wen

  119
  Citations

• Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation

  Lingyun Wu;Yang Xin;Shengli Li;Tianfu Wang

  111
  Citations

• CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images

  Haoming Li;Jinghui Fang;Shengfeng Liu;Xiaowen Liang

  110
  Citations

• Deep Attentional Features for Prostate Segmentation in Ultrasound

  Yi Wang;Zijun Deng;Xiaowei Hu;Lei Zhu;Lei Zhu

  104
  Citations

• AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images

  Unknown

  85
  Citations

• Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images

  Xin Yang;Lequan Yu;Lingyun Wu;Yi Wang

  79
  Citations