Guotai Wang

发表

Automatic Brain Tumor Segmentation Using Cascaded Anisotropic Convolutional Neural Networks pdf

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

A Denoising Self-supervised Approach for COVID-19 Pneumonia Lesion Segmentation with Limited Annotated CT Images

Xinglong Liu, Guotai Wang, Yibo Gao, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Automatic Brain

Sébastien Ourselin, Tom Vercauteren, Guotai Wang, 2019 .

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

Sebastien Ourselin, Wenqi Li, Tom Vercauteren, 2019, Journal of neurosurgery.

A Wearable and Real-Time Pulse Wave Monitoring System Based on a Flexible Compound Sensor

Guotai Wang, Xiao‐min Kang, Jun Zhang, 2022, Biosensors.

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..

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation pdf

Sergio Escalera, Ben Glocker, Benoit M. Dawant, 2022, ArXiv.

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

S. Ourselin, Tom Kamiel Magda Vercauteren, Guotai Wang, 2019, Lecture Notes in Computer Science.

Monoexponential, biexponential and diffusion kurtosis MR imaging models: quantitative biomarkers in the diagnosis of placenta accreta spectrum disorders

Guotai Wang, Yishuang Wang, Shao-yu Wang, 2022, BMC Pregnancy and Childbirth.

HMRNet: High and Multi-Resolution Network With Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy

Hao Fu, Guotai Wang, Shaoting Zhang, 2022, IEEE Journal of Biomedical and Health Informatics.

Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency

Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang, 2022, Medical Image Anal..

A Novel Radial Artery P-S Curve Model Based on Radial Vibration of Vascular Wall

Guotai Wang, Xiao‐min Kang, Jun Zhang, 2022, Applied Sciences.

PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation

Guotai Wang, Shaoting Zhang, Kang Li, 2022, ArXiv.

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

Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang, 2021, Medical Image Anal..

PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation

Guotai Wang, Shaoting Zhang, Kang Li, 2022, ArXiv.

Diffusion and perfusion MRI parameters in the evaluation of placenta accreta spectrum disorders in patients with placenta previa

Guotai Wang, Yishuang Wang, Y. Deng, 2022, Magnetic Resonance Materials in Physics, Biology and Medicine.

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation

Maria G. Baldeon Calisto, Jae Won Choi, B. Dawant, 2022, Medical Image Analysis.

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

Xinglong Liu, Shaoting Zhang, Guotai Wang, 2020, ArXiv.

MONAI: An open-source framework for deep learning in healthcare

Mohammad Zalbagi Darestani, Paul F. Jaeger, Brad W. Genereaux, 2022, ArXiv.

Learning COVID-19 Pneumonia Lesion Segmentation From Imperfect Annotations via Divergence-Aware Selective Training

Guotai Wang, Shaoting Zhang, Peng Sun, 2022, IEEE Journal of Biomedical and Health Informatics.

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation

Maria G. Baldeon Calisto, Jae Won Choi, B. Dawant, 2022, Medical Image Anal..

Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images

Guotai Wang, Shaoting Zhang, Shichuan Zhang, 2020, MICCAI.

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

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

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).

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.

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.

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.

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

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

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

Guotai Wang, Guotai Wang, 2018 .

Diffusion and perfusion MRI parameters in the evaluation of placenta accreta spectrum disorders in patients with placenta previa

Guotai Wang, Yishuang Wang, Y. Deng, 2022, Magnetic Resonance Materials in Physics, Biology and Medicine.

Deep learning-based accurate delineation of primary gross tumor volume of nasopharyngeal carcinoma on heterogeneous magnetic resonance imaging: a large-scale and multi-center study.

Guotai Wang, Shaoting Zhang, Shichuan Zhang, 2023, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation

Guotai Wang, Shaoting Zhang, Kang Li, 2022, Comput. Methods Programs Biomed..

WORD: Revisiting Organs Segmentation in the Whole Abdominal Region

Guotai Wang, Kang Li, Shaoting Zhang, 2021, ArXiv.

A new segmentation framework based on sparse shape composition in liver surgery planning system.

Lixu Gu, Shaoting Zhang, Guotai Wang, 2013, Medical physics.

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

Yinan Chen, Tao Song, Shaoting Zhang, 2020, MICCAI.

Semi-supervised Medical Image Segmentation through Dual-task Consistency

Guotai Wang, Shaoting Zhang, Yinan Chen, 2020, AAAI.

MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

Sebastien Ourselin, Tao Song, Tom Vercauteren, 2021, Medical Image Anal..

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.

Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss

Guotai Wang, Rui Huang, Huan Wang, 2021, Neurocomputing.

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.

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

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

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

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

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

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

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..

Weakly-supervised convolutional neural networks for multimodal image registration

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

Learning Euler's Elastica Model for Medical Image Segmentation pdf

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

Priori and Posteriori Attention for Generalizing Head and Neck Tumors Segmentation

Guotai Wang, Wenhui Lei, Ran Gu, 2021, HECKTOR@MICCAI.

Placenta Imaging Workshop 2018 report: Multiscale and multimodal approaches.

Rohan M. Lewis, D. Atkinson, M. Palombo, 2019, Placenta.

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..

MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images pdf

Sotirios A. Tsaftaris, Sergio Escalera, Xiahai Zhuang, 2022, Medical Image Anal..

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

T. Vercauteren, S. Ourselin, Guotai Wang, 2020, International Conference on Medical Image Computing and Computer-Assisted Intervention.

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

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

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

Guotai Wang, Shaoting Zhang, Xiangde Luo, 2022, MICCAI.

Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation

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

Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention

Dimitris N. Metaxas, Jinghao Zhou, Shifeng Chen, 2021, IEEE Transactions on Medical Imaging.

Deep learning-based automated steel surface defect segmentation: a comparative experimental study

Guotai Wang, Zhi-Tao Zeng, Bei Peng, 2023, Multimedia Tools and Applications.

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.

TISS-net: Brain tumor image synthesis and segmentation using cascaded dual-task networks and error-prediction consistency

Yuanjie Zheng, S. Ourselin, Tom Kamiel Magda Vercauteren, 2023, Neurocomputing.

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

Guotai Wang, Shaoting Zhang, Xiangde Luo, 2021, MIDL.

SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching

Dimitris N. Metaxas, Guotai Wang, Kang Li, 2021, Medical Image Anal..

Segmentation of vestibular schwannoma from MRI, an open annotated dataset and baseline algorithm

S. Ourselin, Tom Kamiel Magda Vercauteren, N. Kitchen, 2021, Scientific Data.

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.

Semi-supervised Defect Segmentation with Uncertainty-aware Pseudo-labels from Multi-branch Network

Guotai Wang, Zhi Zeng, Bei Peng, 2023, Proceedings of the 2023 5th International Conference on Image Processing and Machine Vision.

Automatic segmentation of organs-at-risks of nasopharynx cancer and lung cancer by cross-layer attention fusion network with TELD-Loss.

Guotai Wang, Yibo Gao, Huan Wang, 2021, Medical physics.

Editorial for special issue on explainable and generalizable deep learning methods for medical image computing

Dimitris N. Metaxas, Tom Kamiel Magda Vercauteren, Guotai Wang, 2023, Medical Image Anal..

Automatic delineation of gross tumor volume based on magnetic resonance imaging by performing a novel semi-supervised learning framework in nasopharyngeal carcinoma.

Guotai Wang, Jianghong Xiao, Churong Li, 2022, International journal of radiation oncology, biology, physics.

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).

Fetal brain tissue annotation and segmentation challenge results

Helena R. Torres, Priscille de Dumast, Bjoern H Menze, 2022, Medical Image Anal..

2020 CATARACTS Semantic Segmentation Challenge

Claudio Ravasio Martin Huber, N. Padoy, D. Stoyanov, 2021, ArXiv.

UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation

Guotai Wang, Shaoting Zhang, Tao Lu, 2023, 2306.11490.

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.

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

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

Comprehensive Importance-Based Selective Regularization for Continual Segmentation Across Multiple Sites

Jingyang Zhang, Guotai Wang, Ran Gu, 2021, MICCAI.

PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation

Guotai Wang, Shaoting Zhang, Kang Li, 2022, IEEE Transactions on Medical Imaging.

Deep Elastica For Image Segmentation

Yalin Zheng, Xiangde Luo, Guotai Wang, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures

Guotai Wang, Shaoting Zhang, Xiaofan Zhang, 2022, IEEE Transactions on Medical Imaging.

MTMVC: Semi-supervised 3D hand pose estimation using multi-task and multi-view consistency

Guotai Wang, Yuting Zhang, Wei Xu, 2023, Journal of Visual Communication and Image Representation.

Generalized minimum error entropy for robust learning

G. Wang, Bei Peng, Guotai Wang, 2022, Pattern Recognit..

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.

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).

Standard diffusion-weighted, diffusion kurtosis and intravoxel incoherent motion in differentiating invasive placentas

Guotai Wang, Mou Li, Yishuang Wang, 2023, Archives of gynecology and obstetrics.

Complementary consistency semi-supervised learning for 3D left atrial image segmentation

Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang, 2022, Computers in biology and medicine.

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

Sebastien Ourselin, Jan Deprest, Guotai Wang, 2018 .

CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation

Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang, 2022, Medical Image Anal..

Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation

Rui Huang, Shaoting Zhang, Wenhui Lei, 2021, MICCAI.

Automated Segmentation of Skin Lesion Based on Pyramid Attention Network

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

HAMIL: High-Resolution Activation Maps and Interleaved Learning for Weakly Supervised Segmentation of Histopathological Images

Guotai Wang, Shaoting Zhang, Xin Liao, 2023, IEEE Transactions on Medical Imaging.

One-shot Weakly-Supervised Segmentation in Medical Images pdf

Shaoting Zhang, Wenhui Lei, Na Wang, 2021, ArXiv.

UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation

S. Ourselin, Shaoting Zhang, Tom Kamiel Magda Vercauteren, 2023, IEEE Transactions on Medical Imaging.

S3R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites

Lixu Gu, Guotai Wang, Mianxin Liu, 2023, IEEE Transactions on Medical Imaging.

Semi-supervised Medical Image Segmentation through Dual-task Consistency

Guotai Wang, Shaoting Zhang, Yinan Chen, 2020, AAAI.

FPL-UDA: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for Vestibular Schwannoma Segmentation

Guotai Wang, Shaoting Zhang, Guiming Dong, 2022, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).

Segmentation of vestibular schwannoma from MRI, an open annotated dataset and baseline algorithm

S. Ourselin, Tom Kamiel Magda Vercauteren, N. Kitchen, 2021, Scientific data.

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

Maria A. Zuluaga, S. Ourselin, Tom Kamiel Magda Vercauteren, 2017, IEEE Transactions on Medical Imaging.

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

Guotai Wang, Shaoting Zhang, Xiaofan Zhang, 2021, Medical Image Anal..

MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset

Xinglong Liu, Guotai Wang, Shaoting Zhang, 2023, ArXiv.

Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions

Guotai Wang, Shaoting Zhang, Xin Liao, 2023, MICCAI.

LCOV-NET: A Lightweight Neural Network For COVID-19 Pneumonia Lesion Segmentation From 3D CT Images

Guotai Wang, Huan Wang, Qianfei Zhao, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

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

Shaoting Zhang, Guotai Wang, Q. Dong, 2020, Medical Image Anal..

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

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

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

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

Expert-Level Immunofixation Electrophoresis Image Recognition based on Explainable and Generalizable Deep Learning.

Guotai Wang, Ting Jiang, Meiling Jian, 2022, Clinical chemistry.

Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency

Shaoting Zhang, Guotai Wang, Shichuan Zhang, 2023, MICCAI.

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

Shuyang Zhang, Lixu Gu, Guotai Wang, 2020, Neurocomputing.

SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation

Lixu Gu, Hongzhi Xie, Guotai Wang, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma

Guotai Wang, M. Astaraki, I. Toma-Dasu, 2023, ArXiv.

Uncertainty-aware and dynamically-mixed pseudo-labels for semi-supervised defect segmentation

Guotai Wang, Bei Peng, Dejene M. Sime, 2023, Comput. Ind..

Semisupervised Defect Segmentation With Pairwise Similarity Map Consistency and Ensemble-Based Cross Pseudolabels

Guotai Wang, Z. Zeng, Bei Peng, 2023, IEEE Transactions on Industrial Informatics.

Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation

Guotai Wang, Shaoting Zhang, Xiaofan Zhang, 2022, ArXiv.