Guotai Wang

发表

Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation pdf

Sébastien Ourselin, Guotai Wang, Wenqi Li, 2018, BrainLes@MICCAI.

High- and Low-Level Feature Enhancement for Medical Image Segmentation

Shaoting Zhang, Guotai Wang, Huan Wang, 2019, MLMI@MICCAI.

Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices pdf

Tom Vercauteren, Sebastien Ourselin, Jan Deprest, 2020, MICCAI.

SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization pdf

Shaoting Zhang, Xinglong Liu, Ning Huang, 2020, ArXiv.

Myocardium segmentation combining T2 and DE MRI using Multi-Component Bivariate Gaussian mixture model

Jie Liu, Lixu Gu, Jianrong Xu, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning

Sébastien Ourselin, Maria A. Zuluaga, Jan Deprest, 2015, MICCAI.

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

Sébastien Ourselin, M. Jorge Cardoso, Guotai Wang, 2017, IPMI.

Scalable sparse shape composition and its application to liver surgical planning

Lixu Gu, Shaoting Zhang, Guotai Wang, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views

Sébastien Ourselin, Maria A. Zuluaga, Jan Deprest, 2016, Medical Image Anal..

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

Sébastien Ourselin, Tom Vercauteren, Andrew Melbourne, 2019, NeuroImage.

CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans

Shaoting Zhang, Yinan Chen, Xinglong Liu, 2020, MICCAI.

Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma pdf

Yinan Chen, Tao Song, Guotai Wang, 2020, ArXiv.

Vesselness-constrained robust PCA for vessel enhancement in x-ray coronary angiograms

Lixu Gu, Guotai Wang, Jingyang Zhang, 2018, Physics in medicine and biology.

CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation

Tom Vercauteren, Tao Song, Guotai Wang, 2020, IEEE Transactions on Medical Imaging.

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

Zhiyong Xu, Shaoting Zhang, Xinglong Liu, 2020, IEEE Transactions on Medical Imaging.

Cascaded Global Context Convolutional Neural Network for Brain Tumor Segmentation

Tao Song, Guotai Wang, Lu Wang, 2019, BrainLes@MICCAI.

Myocardial Edema and Scar Segmentation Using a Coarse-to-Fine Framework with Weighted Ensemble

Guotai Wang, Wenhui Lei, Ran Gu, 2020, MyoPS@MICCAI.

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

Sébastien Ourselin, Maria A. Zuluaga, Guotai Wang, 2017, IEEE Transactions on Medical Imaging.

Test-time augmentation with uncertainty estimation for deep learning-based medical image segmentation

Sebastien Ourselin, Jan Deprest, Guotai Wang, 2018 .

Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation

Sébastien Ourselin, Maria A. Zuluaga, Jan Deprest, 2016, MICCAI.

Automated Segmentation of Skin Lesion Based on Pyramid Attention Network

Shaoting Zhang, Guotai Wang, Huan Wang, 2019, MLMI@MICCAI.

Learning Euler's Elastica Model for Medical Image Segmentation pdf

Guotai Wang, Xu Chen, Yalin Zheng, 2020, ArXiv.

Segmentation using Sparse Shape Composition and minimally supervised method in liver surgery planning system

Lixu Gu, Feng Li, Shaoting Zhang, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

NAS-SCAM: Neural Architecture Search-Based Spatial and Channel Joint Attention Module for Nuclei Semantic Segmentation and Classification

Shaoting Zhang, Huan Wang, Jin Qi, 2020, MICCAI.

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

Sébastien Ourselin, Maria A. Zuluaga, Jan Deprest, 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

Sébastien Ourselin, Jan Deprest, Guotai Wang, 2018, Neurocomputing.

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

Yinan Chen, Tao Song, Guotai Wang, 2020, ArXiv.

Automatic Brain Tumor Segmentation Using Cascaded Anisotropic Convolutional Neural Networks pdf

Sébastien Ourselin, Guotai Wang, Wenqi Li, 2017, BrainLes@MICCAI.

An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI

Sébastien Ourselin, Andrew Melbourne, Jan Deprest, 2018, MICCAI.

DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs

Shaoting Zhang, Huan Wang, Guotai Wang, 2019, LABELS/HAL-MICCAI/CuRIOUS@MICCAI.

Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss pdf

Sebastien Ourselin, Guotai Wang, Wenqi Li, 2019, MICCAI.

Minimally interactive segmentation with application to human placenta in fetal MR images

Guotai Wang, Guotai Wang, 2018 .

Computer Methods and Programs in Biomedicine NiftyNet: a deep-learning platform for medical imaging

Parashkev Nachev, M. Jorge Cardoso, Sébastien Ourselin, 2022 .

An augmented magnetic navigation system for Transcatheter Aortic Valve Implantation

Lixu Gu, Zhe Luo, Guotai Wang, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Annotation-Efficient Learning for Medical Image Segmentation Based on Noisy Pseudo Labels and Adversarial Learning

Lu Wang, Guotai Wang, Shaoting Zhang, 2020, IEEE Transactions on Medical Imaging.

A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning

Lixu Gu, Dimitris N. Metaxas, Shaoting Zhang, 2015, Medical Image Anal..

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

Sébastien Ourselin, Guotai Wang, Tom Vercauteren, 2019, Front. Comput. Neurosci..

Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks

Shaoting Zhang, Ning Huang, Tao Song, 2020, Medical Image Anal..

Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation

Lixu Gu, Ning Huang, Guotai Wang, 2020, Neurocomputing.

One-Shot Object Localization in Medical Images based on Relative Position Regression pdf

Wei Xu, Guotai Wang, Hao Fu, 2020, ArXiv.

Global and Local Multi-scale Feature Fusion Enhancement for Brain Tumor Segmentation and Pancreas Segmentation

Shaoting Zhang, Zijian Liu, Huan Wang, 2019, BrainLes@MICCAI.

Weakly-supervised convolutional neural networks for multimodal image registration

Sébastien Ourselin, Marc Modat, Dean C. Barratt, 2018, Medical Image Anal..