Yanwu Yang (杨延武) - Personal Site

Yanwu Yang (杨延武)

I am now a PhD candidate studying in Harbin Institute of Technology at Shenzhen, as well as an intern in Peng Cheng National Lab. My interests are in medical image processing, brain networks for diagnosis, and neuroscience studies.
I am now studying on large-scale preclinical diagnosis and screening, involving more than 50,000 subjects with T1w and fMRI. Collaborate with us and feel free to contact me.

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News

[12.2023] Two papers are accepted by ICASSP-2024.
[07.2023] One paper (First Author) is accepted by MedIA.
[07.2023] One paper (First Author) is accepted by TMI.
[04.2023] One paper (First Author) is accepted by Neural Networks.
[03.2023] One paper (First Author) is accepted by MIDL-2023.
[02.2023] One paper (First Author) is accepted by ICASSP-2023 (oral).
[02.2023] Two papers (Other Author) are accepted by ISBI-2023.
[02.2023] We are awarded the Open Science Excellent Author Program by Wiley.
[09.2022] One paper (Co-First Author) is accepted by Human Brain Mapping.
[08.2022] One paper (First Author) is accepted by BIBM-2022 (oral).
[07.2022] One paper (Co-First Author) is accepted by Front. in Neuroscience.
[06.2022] Our paper (on Neuroimage:clinical) is reported by Nature Reviews Neurology.
[05.2022] One paper (First Author) is accepted by ICIP-2022.
[04.2022] One paper (First Author) is accepted by MIDL-2022 (oral).
[03.2022] We report the solution of MICCAI-QUBIQ-2021 challenge in MICCAI-2021-BrainLes.
[11.2021] I win the Top in the Tecent AIMIS 2021 challenge on brain age prediction.
[10.2021] Our team achieved the Top in MICCAI-QUBIQ-2021 challenge and MICCAI-VALDO 2021 challenge.
[06.2021] One paper is accepted by Neuroimage:clinical .
[12.2020] I become a project manager for the SuWen project of PengCheng Lab.
[10.2020] I win the Runner-up in multi-center AD diganosis challenge.
[09.2020] I win the Runner-up in MICCAI-QUBIQ-2020 challenge.

Research

CReg-KD: Model Refinement via Confidence Regularized Knowledge Distillation for Brain Imaging
Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang*, and Ting Ma*
Medical Image Analysis (MedIA), 2023.
Paper / Code

Mapping Multi-modal Brain Connectome for Brain Disorder Diagnosis via Cross-modal Mutual Learning
Yanwu Yang, Chenfei Ye, Xutao Guo, Tao Wu, Yang Xiang*, and Ting Ma*
IEEE Transactions on Medical Imaging (TMI), 2023.
Paper / Code

Incomplete Learning of Multimodal Connectome for Brain Disorder Diagnosis via Modal-mixup and Deep Supervision
Yanwu Yang, Hairui Chen, Zhikai Chang, Yang Xiang, Chenfei Ye*, and Ting Ma*
International Conference on Medical Imaging with Deep Learning, MIDL, 2023.
Paper Code

A Deep Connectome Learning Network Using Graph Convolution for Connectome-disease Association Study
Yanwu Yang, Chenfei Ye, and Ting Ma*
Neural Networks (NN), 2023.
Paper

Tensor-based Complex-valued Graph Neural Network for Dynamic Coupling Multimodal Brain Networks
Yanwu Yang, Guoqing Cai, Chenfei Ye, Yang Xiang*, and Ting Ma*
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, 2022.
Paper

Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang*, and Ting Ma*
IEEE International Conference on Bioinformatics and Biomedicine, (BIBM), 2021.
Paper

Regularizing Brain Age Prediction via Gated Knowledge Distillation
Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang*, and Ting Ma*
International Conference on Medical Imaging with Deep Learning, MIDL, 2022.
Paper / Code

Brain Age Vector: A Measure of Brain Aging with Enhanced Neurodegenerative Disorder Specificity
Chen Ran, Yanwu Yang, Chenfei Ye, Haiyan Lv, and Ting Ma*
Human Brain Mapping, 2022.
Paper

Estimating Brain Age with Global and Local Dependencies
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, and Ting Ma*
IEEE International Conference on Image Processing, (ICIP), 2022.
Paper

Alteration of Brain Structural Connectivity in Progression of Parkinson's Disease: A Connectome-wide Network Analysis
Yanwu Yang, Chenfei Ye, Junyan Sun, Li Liang, Haiyan Lv, Linlin Gao, Jiliang Fang, Ting Ma*, and Tao Wu*
NeuroImage: Clinical, 2021.
Paper

Competitions

The Top in the Tecent AIMIS 2021 challenge
on Brain Age Prediction

The Top in MICCAI-QUBIQ-2021 challenge
on Medical Image Segmentation Uncertainty Quantification

Runner-up on MICCAI-QUBIQ-2020 challenge.
Runner-up on Multi-center AD diganosis challenge.

Last Update: December 14, 2023

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