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Mianxin Liu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 20
Top Topics
Brain Anatomy
Functional Connectivity
Deep Learning
Multiscale
Top Venues
CoRR
ISBI
MLMI@MICCAI (2)
NeuroImage
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Publications
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Mianxin Liu
,
Jingyang Zhang
,
Yao Wang
,
Yan Zhou
,
Fang Xie
,
Qihao Guo
,
Feng Shi
,
Han Zhang
,
Qian Wang
,
Dinggang Shen
Deep learning reveals the common spectrum underlying multiple brain disorders in youth and elders from brain functional networks.
CoRR
(2023)
Chaolin Li
,
Mianxin Liu
,
Jing Xia
,
Lang Mei
,
Qing Yang
,
Feng Shi
,
Han Zhang
,
Dinggang Shen
Individualized Assessment of Brain Aβ Deposition With fMRI Using Deep Learning.
IEEE J. Biomed. Health Informatics
27 (11) (2023)
Yuxiao Liu
,
Mianxin Liu
,
Yuanwang Zhang
,
Dinggang Shen
Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner.
MICCAI (8)
(2023)
Yuxiao Liu
,
Mianxin Liu
,
Yuanwang Zhang
,
Dinggang Shen
Learning Hierarchical-Order Functional Connectivity Networks for Mild Cognitive Impairment Diagnosis.
ISBI
(2023)
Jiameng Liu
,
Feihong Liu
,
Kaicong Sun
,
Mianxin Liu
,
Yuhang Sun
,
Yuyan Ge
,
Dinggang Shen
Adult-Like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue Segmentation.
MICCAI (4)
(2023)
Nan Zhao
,
Yongsheng Pan
,
Kaicong Sun
,
Yuning Gu
,
Mianxin Liu
,
Zhong Xue
,
Han Zhang
,
Qing Yang
,
Fei Gao
,
Feng Shi
,
Dinggang Shen
Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion.
MLMI@MICCAI (2)
(2023)
Caiwen Jiang
,
Yongsheng Pan
,
Mianxin Liu
,
Lei Ma
,
Xiao Zhang
,
Jiameng Liu
,
Xiaosong Xiong
,
Dinggang Shen
PET-Diffusion: Unsupervised PET Enhancement Based on the Latent Diffusion Model.
MICCAI (1)
(2023)
Jingyang Zhang
,
Ran Gu
,
Peng Xue
,
Mianxin Liu
,
Hao Zheng
,
Yefeng Zheng
,
Lei Ma
,
Guotai Wang
,
Lixu Gu
R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple Sites.
IEEE Trans. Medical Imaging
42 (9) (2023)
Xiaozhao Liu
,
Mianxin Liu
,
Lang Mei
,
Yuyao Zhang
,
Feng Shi
,
Han Zhang
,
Dinggang Shen
Mining Fmri Dynamics with Parcellation Prior for Brain Disease Diagnosis.
ISBI
(2023)
Peng Xue
,
Jingyang Zhang
,
Lei Ma
,
Mianxin Liu
,
Yuning Gu
,
Jiawei Huang
,
Feihong Liu
,
Yongsheng Pan
,
Xiaohuan Cao
,
Dinggang Shen
Structure-aware registration network for liver DCE-CT images.
CoRR
(2023)
Tianli Tao
,
Jiawei Huang
,
Feihong Liu
,
Mianxin Liu
,
Liang-hu Guo
,
Xinyi Cai
,
Zhuoyang Gu
,
Haifeng Tang
,
Rui Zhou
,
Siyan Han
,
Lixuan Zhu
,
Qing Yang
,
Dinggang Shen
,
Han Zhang
Regionalized Infant Brain Cortical Development Based on Multi-view, High-Level fMRI Fingerprint.
MLMI@MICCAI (2)
(2023)
Jingyang Zhang
,
Peng Xue
,
Ran Gu
,
Yuning Gu
,
Mianxin Liu
,
Yongsheng Pan
,
Zhiming Cui
,
Jiawei Huang
,
Lei Ma
,
Dinggang Shen
Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites.
MICCAI (5)
(2022)
Yuning Gu
,
Yongsheng Pan
,
Zhenghan Fang
,
Jingyang Zhang
,
Peng Xue
,
Mianxin Liu
,
Yuran Zhu
,
Lei Ma
,
Charlie Androjna
,
Xin Yu
,
Dinggang Shen
Quantification from Undersampled Magnetic Resonance Fingerprinting Data to Track Tracer Kinetics in Small Laboratory Animals.
MICCAI (6)
(2022)
Jingyang Zhang
,
Peng Xue
,
Ran Gu
,
Yuning Gu
,
Mianxin Liu
,
Yongsheng Pan
,
Zhiming Cui
,
Jiawei Huang
,
Lei Ma
,
Dinggang Shen
Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites.
CoRR
(2022)
Lang Mei
,
Mianxin Liu
,
Lingbin Bian
,
Yuyao Zhang
,
Feng Shi
,
Han Zhang
,
Dinggang Shen
Modular Graph Encoding and Hierarchical Readout for Functional Brain Network Based eMCI Diagnosis.
ISGIE/GRAIL@MICCAI
(2022)
Mancheng Meng
,
Mianxin Liu
,
Xianjie Zhang
,
Yuxuan Liu
,
Xiran Cai
,
Yaozong Gao
,
Xiang Zhou
,
Dinggang Shen
LA-Net: Lung Adenocarcinoma Classification with Assistants from Lung Nodule Classification and Positional Information.
ISBI
(2022)
Mianxin Liu
,
Han Zhang
,
Feng Shi
,
Dinggang Shen
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity.
CoRR
(2022)
Mianxin Liu
,
Han Zhang
,
Feng Shi
,
Dinggang Shen
Building Dynamic Hierarchical Brain Networks and Capturing Transient Meta-states for Early Mild Cognitive Impairment Diagnosis.
MICCAI (7)
(2021)
Daniel Kristanto
,
Mianxin Liu
,
Xinyang Liu
,
Werner Sommer
,
Changsong Zhou
Predicting reading ability from brain anatomy and function: From areas to connections.
NeuroImage
218 (2020)
Mianxin Liu
,
Chenchen Song
,
Yuqi Liang
,
Thomas Knöpfel
,
Changsong Zhou
Assessing spatiotemporal variability of brain spontaneous activity by multiscale entropy and functional connectivity.
NeuroImage
198 (2019)