Guotai Wang

Best Publications

• Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

  Guotai Wang;Wenqi Li;Maria A. Zuluaga;Rosalind Pratt

  876
  Citations

• Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks.

  Guotai Wang;Guotai Wang;Guotai Wang;Wenqi Li;Wenqi Li;Michael Aertsen;Jan Deprest

  639
  Citations

• NiftyNet: a deep-learning platform for medical imaging

  Eli Gibson;Wenqi Li;Carole H. Sudre;Lucas Fidon

  621
  Citations

• Semi-supervised Medical Image Segmentation through Dual-task Consistency

  Xiangde Luo;Jieneng Chen;Tao Song;Yinan Chen

  599
  Citations

• DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

  Guotai Wang;Maria A. Zuluaga;Wenqi Li;Rosalind Pratt

  473
  Citations

• Weakly-supervised convolutional neural networks for multimodal image registration.

  Yipeng Hu;Yipeng Hu;Marc Modat;Eli Gibson;Wenqi Li

  456
  Citations

• A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images

  Guotai Wang;Xinglong Liu;Chaoping Li;Zhiyong Xu

  440
  Citations

• Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency

  Unknown

  404
  Citations

• On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task

  Wenqi Li;Guotai Wang;Lucas Fidon;Sebastien Ourselin

  351
  Citations

• An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI.

  Michael Ebner;Michael Ebner;Guotai Wang;Guotai Wang;Guotai Wang;Wenqi Li;Wenqi Li;Michael Aertsen

  282
  Citations

• Automatic Brain Tumor Segmentation using Cascaded Anisotropic Convolutional Neural Networks

  Guotai Wang;Wenqi Li;Sebastien Ourselin;Tom Vercauteren

  277
  Citations

• Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation.

  Guotai Wang;Wenqi Li;Sébastien Ourselin;Tom Vercauteren

  240
  Citations

• Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency

  Xiangde Luo;Wenjun Liao;Jieneng Chen;Tao Song

  240
  Citations

• Automatic brain tumor segmentation using convolutional neural networks with test-time augmentation

  Guotai Wang;Wenqi Li;Sébastien Ourselin;Tom Vercauteren

  164
  Citations

• WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image

  Unknown

  139
  Citations

• MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning.

  Xiangde Luo;Guotai Wang;Tao Song;Jingyang Zhang

  124
  Citations

• An artificial intelligence framework for automatic segmentation and volumetry of vestibular schwannomas from contrast-enhanced T1-weighted and high-resolution T2-weighted MRI

  Jonathan Shapey;Jonathan Shapey;Guotai Wang;Guotai Wang;Guotai Wang;Reuben Dorent;Alexis Dimitriadis

  111
  Citations

• Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer

  Unknown

  102
  Citations

• Automatic ischemic stroke lesion segmentation from computed tomography perfusion images by image synthesis and attention-based deep neural networks.

  Guotai Wang;Tao Song;Qiang Dong;Mei Cui

  91
  Citations

• Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision

  Unknown

  82
  Citations