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Xutao Guo
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Journal Articles
- 2024
- [j5]Xutao Guo, Yang Xiang
, Yanwu Yang, Chenfei Ye, Yue Yu
Accelerating denoising diffusion probabilistic model via truncated inverse processes for medical image segmentation. Comput. Biol. Medicine 180: 108933 (2024) - [j4]Jiesi Hu
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation. IEEE J. Biomed. Health Informatics 28(9): 5473-5486 (2024) - [j3]Yanwu Yang
Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning. IEEE Trans. Medical Imaging 43(1): 108-121 (2024) - 2023
- [j2]Yanwu Yang
CReg-KD: Model refinement via confidence regularized knowledge distillation for brain imaging. Medical Image Anal. 89: 102916 (2023) - 2021
- [j1]Li Liang, PengZheng Zhou, Wanxin Lu, Xutao Guo, Chenfei Ye, Haiyan Lv, Tong Wang
An anatomical knowledge-based MRI deep learning pipeline for white matter hyperintensity quantification associated with cognitive impairment. Comput. Medical Imaging Graph. 89: 101873 (2021)
Conference and Workshop Papers
- 2024
- [c19]Xutao Guo, Yanwu Yang, Chenfei Ye, Guoqing Cai, Ting Ma:
CALSeg: Improving Calibration of Medical Image Segmentation Via Variational Label Smoothing. ICASSP 2024: 1601-1605 - [c18]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: 4045-4049 - [c17]Yanwu Yang, Hairui Chen, Jiesi Hu, Xutao Guo, Ting Ma:
Advancing Brain Imaging Analysis Step-by-Step via Progressive Self-paced Learning. MICCAI (11) 2024: 58-68 - 2023
- [c16]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: 1-5 - [c15]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: 1-5 - [c14]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: 1-5 - 2022
- [c13]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: 977-984 - [c12]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: 1343-1349 - [c11]Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma:
Estimating Brain Age with Global and Local Dependencies. ICIP 2022: 56-60 - [c10]Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma:
Regularizing Brain Age Prediction via Gated Knowledge Distillation. MIDL 2022: 1430-1443 - 2021
- [c9]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: 570-577 - [c8]Xutao Guo, Yanwu Yang, Ting Ma:
FS-Net: A New Paradigm of Data Expansion for Medical Image Segmentation. DGM4MICCAI/DALI@MICCAI 2021: 217-225 - 2020
- [c7]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: 1754-1757 - [c6]Yanwu Yang, Chenfei Ye, Xutao Guo, Chushu Yang, Heather T. Ma:
Automatic Brain Mask Segmentation for Mono-modal MRI. ICBBB 2020: 124-128 - [c5]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: 252-256 - 2019
- [c4]Xutao Guo, Chushu Yang, Ting Ma, PengZheng Zhou, Shangfeng Lu, Nan Ji
Brain Tumor Segmentation Based on Attention Mechanism and Multi-model Fusion. BrainLes@MICCAI (2) 2019: 50-60 - [c3]Chushu Yang, Xutao Guo, Tong Wang, Yanwu Yang, Nan Ji
Automatic Brain Tumor Segmentation Method Based on Modified Convolutional Neural Network. EMBC 2019: 998-1001 - 2017
- [c2]Qingxiang Zhang, Xutao Guo, Wei Wang:
Analysis on Impact of Frequency Diverse Array Channel Errors on Beam Forming. CSPS 2017: 714-721 - [c1]Xutao Guo, Qingxiang Zhang, Wei Wang:
Frequency Diverse Array Radar Beamforming Algorithm Based on FFT. CSPS 2017: 1125-1132
Informal and Other Publications
- 2024
- [i9]Yanwu Yang, Hairui Chen, Jiesi Hu, Xutao Guo, Heather Ting Ma:
Advancing Brain Imaging Analysis Step-by-step via Progressive Self-paced Learning. CoRR abs/2407.16128 (2024) - 2023
- [i8]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 abs/2302.14277 (2023) - [i7]Pengcheng Shi, Xutao Guo, Yanwu Yang, Chenfei Ye, Heather Ting Ma:
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation. CoRR abs/2305.15911 (2023) - [i6]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 abs/2310.18087 (2023) - 2022
- [i5]Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma:
Estimating Brain Age with Global and Local Dependencies. CoRR abs/2209.08933 (2022) - [i4]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 abs/2210.13721 (2022) - [i3]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 abs/2210.17408 (2022) - 2021
- [i2]Yanwu Yang, Xutao Guo, Yiwei Pan, Pengcheng Shi, Haiyan Lv, Ting Ma:
Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net. CoRR abs/2109.07045 (2021) - 2018
- [i1]Zhihao Fang, Xutao Guo, Xuemin Zhu, Ruixin Zhou, He Ma:
SeFM: A Sequential Feature Point Matching Algorithm for Object 3D Reconstruction. CoRR abs/1812.02925 (2018)
Coauthor Index
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