Ziyue Xu

Overview

Best Publications

• Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

  Hoo-Chang Shin;Holger R. Roth;Mingchen Gao;Le Lu

  6037
  Citations

• Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets.

  Stephanie A. Harmon;Thomas H. Sanford;Sheng Xu;Evrim B. Turkbey

  560
  Citations

• Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation

  Ling Zhang;Xiaosong Wang;Dong Yang;Thomas Sanford

  491
  Citations

• A review on segmentation of positron emission tomography images

  Brent Foster;Ulas Bagci;Awais Mansoor;Ziyue Xu

  424
  Citations

• Segmentation and Image Analysis of Abnormal Lungs at CT: Current Approaches, Challenges, and Future Trends

  Awais Mansoor;Ulas Bagci;Brent Foster;Ziyue Xu

  320
  Citations

• Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

  Hugo J. Kuijf;Adria Casamitjana;D. Louis Collins;Mahsa Dadar

  294
  Citations

• Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

  Mingchen Gao;Ulas Bagci;Le Lu;Aaron Wu

  292
  Citations

• When Radiology Report Generation Meets Knowledge Graph

  Yixiao Zhang;Xiaosong Wang;Ziyue Xu;Qihang Yu

  292
  Citations

• Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan.

  Dong Yang;Ziyue Xu;Wenqi Li;Andriy Myronenko

  255
  Citations

• Federated learning improves site performance in multicenter deep learning without data sharing.

  Karthik V Sarma;Stephanie Harmon;Thomas Sanford;Holger R Roth

  213
  Citations

• A Generic Approach to Pathological Lung Segmentation

  Awais Mansoor;Ulas Bagci;Ziyue Xu;Brent Foster

  208
  Citations

• Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images

  Ulas Bagci;Jayaram K. Udupa;Neil Mendhiratta;Neil Mendhiratta;Brent Foster

  199
  Citations

• CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

  Dakai Jin;Ziyue Xu;Youbao Tang;Adam P. Harrison

  186
  Citations

• Progressive and Multi-path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images

  Adam P. Harrison;Ziyue Xu;Kevin George;Le Lu

  136
  Citations

• Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

  Hugo J. Kuijf;J. Matthijs Biesbroek;Jeroen de Bresser;Rutger Heinen

  98
  Citations

• Deep vessel tracking: A generalized probabilistic approach via deep learning

  Aaron Wu;Ziyue Xu;Mingchen Gao;Mario Buty

  87
  Citations

• Capsules for biomedical image segmentation.

  Rodney LaLonde;Ziyue Xu;Ismail Irmakci;Sanjay Jain

  80
  Citations

• Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation

  Unknown

  78
  Citations

• Segmentation of PET Images for Computer-Aided Functional Quantification of Tuberculosis in Small Animal Models

  Brent Foster;Ulas Bagci;Ziyue Xu;Bappaditya Dey

  77
  Citations

• Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

  Unknown

  75
  Citations

• 3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels

  Dakai Jin;Ziyue Xu;Adam P. Harrison;Kevin George

  67
  Citations

• A Cascaded Deep Learning-Based Artificial Intelligence Algorithm for Automated Lesion Detection and Classification on Biparametric Prostate Magnetic Resonance Imaging.

  Sherif Mehralivand;Dong Yang;Stephanie A. Harmon;Daguang Xu

  65
  Citations

• Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images.

  Maxime Blain;Michael T. Kassin;Nicole Varble;Xiaosong Wang

  55
  Citations

• Interactive segmentation of medical images through fully convolutional neural networks.

  Tomas Sakinis;Fausto Milletari;Holger Roth;Panagiotis Korfiatis

  53
  Citations