Xutao Guo

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Spatial Features

Medical Image Segmentation

Diffusion Models

Brain Tumor Segmentation

Top Venues

BrainLes@MICCAI (2)

Publications

Xutao Guo, Yang Xiang, Yanwu Yang, Chenfei Ye, Yue Yu, Heather Ting Ma
Accelerating denoising diffusion probabilistic model via truncated inverse processes for medical image segmentation. Comput. Biol. Medicine 180 (2024)
Yanwu Yang, Chenfei Ye, Xutao Guo, Tao Wu, Yang Xiang, Heather Ting Ma
Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning. IEEE Trans. Medical Imaging 43 (1) (2024)
Xutao Guo, Yanwu Yang, Chenfei Ye, Guoqing Cai, Ting Ma
CALSeg: Improving Calibration of Medical Image Segmentation Via Variational Label Smoothing. ICASSP (2024)
Yanwu Yang, Hairui Chen, Jiesi Hu, Xutao Guo, Heather Ting Ma
Advancing Brain Imaging Analysis Step-by-step via Progressive Self-paced Learning. CoRR (2024)
Yanwu Yang, Xutao Guo, Guoqing Cai, Chenfei Ye, Ting Ma
Topology-Regularized Self-Knowledge Distillation for Transductive-Inductive Learning of Brain Disorder Diagnosis. ICASSP (2024)
Xutao Guo, Pengcheng Shi, Shang Lu, Chenfei Ye, Ting Ma
Joint Learning Annotator Calibration and Annotator Preference for Multiple Annotations Optic Disc and Cup Segmentation. ISBI (2023)
Jiesi Hu, Yanwu Yang, Xutao Guo, Bo Peng, Hua Huang, Ting Ma
DECOR-Net: A Covid-19 Lung Infection Segmentation Network Improved by Emphasizing Low-Level Features and Decorrelating Features. ISBI (2023)
Pengcheng Shi, Xutao Guo, Yanwu Yang, Chenfei Ye, Heather Ting Ma
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation. CoRR (2023)
Jiesi Hu, Yanwu Yang, Xutao Guo, Jinghua Wang, Heather Ting Ma
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation. CoRR (2023)
Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Bo Peng, Hua Huang, Yang Xiang, Ting Ma
Accelerating Diffusion Models Via Pre-Segmentation Diffusion Sampling for Medical Image Segmentation. ISBI (2023)
Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma
CReg-KD: Model refinement via confidence regularized knowledge distillation for brain imaging. Medical Image Anal. 89 (2023)
Jiesi Hu, Yanwu Yang, Xutao Guo, Ting Ma
DECOR-NET: A COVID-19 Lung Infection Segmentation Network Improved by Emphasizing Low-level Features and Decorrelating Features. CoRR (2023)
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Ting Ma
Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification. CoRR (2022)
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Ting Ma
Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification. BIBM (2022)
Xutao Guo, Shang Lu, Yanwu Yang, Pengcheng Shi, Chenfei Ye, Yang Xiang, Ting Ma
Modeling Annotator Variation and Annotator Preference for Multiple Annotations Medical Image Segmentation. BIBM (2022)
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma
Estimating Brain Age with Global and Local Dependencies. CoRR (2022)
Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma
Regularizing Brain Age Prediction via Gated Knowledge Distillation. MIDL (2022)
Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Yang Xiang, Ting Ma
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation. CoRR (2022)
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma
Estimating Brain Age with Global and Local Dependencies. ICIP (2022)
Yanwu Yang, Xutao Guo, Yiwei Pan, Pengcheng Shi, Haiyan Lv, Ting Ma
Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net. CoRR (2021)
Yanwu Yang, Xutao Guo, Yiwei Pan, Pengcheng Shi, Haiyan Lv, Ting Ma
Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net. BrainLes@MICCAI (2) (2021)
Li Liang, PengZheng Zhou, Wanxin Lu, Xutao Guo, Chenfei Ye, Haiyan Lv, Tong Wang, Ting Ma
An anatomical knowledge-based MRI deep learning pipeline for white matter hyperintensity quantification associated with cognitive impairment. Comput. Medical Imaging Graph. 89 (2021)
Xutao Guo, Yanwu Yang, Ting Ma
FS-Net: A New Paradigm of Data Expansion for Medical Image Segmentation. DGM4MICCAI/DALI@MICCAI (2021)
Yanwu Yang, Chenfei Ye, Xutao Guo, Chushu Yang, Heather T. Ma
Automatic Brain Mask Segmentation for Mono-modal MRI. ICBBB (2020)
PengZheng Zhou, Li Liang, Xutao Guo, Haiyan Lv, Tong Wang, Ting Ma
U-net combined with CRF and anatomical based spatial features to segment white matter hyperintensities. EMBC (2020)
Yanwu Yang, Xutao Guo, Na Gao, Chenfei Ye, Heather T. Ma
An Automatic Encoding and Decoding Method for Differentiating Alzheimer's Disease with Functional MRI. ICCAI (2020)
Xutao Guo, Chushu Yang, Ting Ma, PengZheng Zhou, Shangfeng Lu, Nan Ji, Deling Li, Tong Wang, Haiyan Lv
Brain Tumor Segmentation Based on Attention Mechanism and Multi-model Fusion. BrainLes@MICCAI (2) (2019)
Chushu Yang, Xutao Guo, Tong Wang, Yanwu Yang, Nan Ji, Deling Li, Haiyan Lv, Ting Ma
Automatic Brain Tumor Segmentation Method Based on Modified Convolutional Neural Network. EMBC (2019)
Zhihao Fang, Xutao Guo, Xuemin Zhu, Ruixin Zhou, He Ma
SeFM: A Sequential Feature Point Matching Algorithm for Object 3D Reconstruction. CoRR (2018)
Xutao Guo, Qingxiang Zhang, Wei Wang
Frequency Diverse Array Radar Beamforming Algorithm Based on FFT. CSPS (2017)
Qingxiang Zhang, Xutao Guo, Wei Wang
Analysis on Impact of Frequency Diverse Array Channel Errors on Beam Forming. CSPS (2017)