Songyao Zhang

16 papers Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Contrastive machine learning reveals species -shared and -specific brain functional architecture.
Medical Image Anal.
Li Yang, Guannan Cao, Songyao Zhang, Weihan Zhang, Yusong Sun, Jingchao Zhou, Tianyang Zhong, Yixuan Yuan, Tao Liu, Tianming Liu, Lei Guo, Yongchun Yu, Xi Jiang, Gang Li, Junwei Han, Tuo Zhang
2024 J jnl
Fusing multi-scale functional connectivity patterns via Multi-Branch Vision Transformer (MB-ViT) for macaque brain age prediction.
Neural Networks
Jingchao Zhou, Yuzhong Chen, Xuewei Jin, Wei Mao, Zhenxiang Xiao, Songyao Zhang, Tuo Zhang, Tianming Liu, Keith M. Kendrick, Xi Jiang
2023 — conf
A Small-Sample Method with EEG Signals Based on Abductive Learning for Motor Imagery Decoding.
MICCAI (1)
Tianyang Zhong, Xiaozheng Wei, Enze Shi, Jiaxing Gao, Chong Ma, Yaonai Wei, Songyao Zhang, Lei Guo, Junwei Han, Tianming Liu, Tuo Zhang
2023 — conf
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps.
BIBM
Yaonai Wei, Tianyang Zhong, Songyao Zhang, Xiao Li, Tuo Zhang, Lin Zhao, Zhengliang Liu, Muheng Shang, Tianming Liu, Han Zhang, Chong Ma, Lei Du, Junwei Han
2023 J jnl
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps.
CoRR
Yaonai Wei, Tuo Zhang, Han Zhang, Tianyang Zhong, Lin Zhao, Zhengliang Liu, Chong Ma, Songyao Zhang, Muheng Shang, Lei Du, Xiao Li, Tianming Liu, Junwei Han
2023 — conf
FMRI-Guided Time-Symmetric Joint Model for Visual Attention Prediction.
BIBM
Yaonai Wei, Chong Ma, Tianyang Zhong, Lei Du, Tuo Zhang, Songyao Zhang, Li Yang, Tianming Liu, Han Zhang, Zhibin He, Muheng Shang, Junwei Han
2023 J jnl
Genetic Influence on Gyral Peaks.
NeuroImage
Ying Huang, Tuo Zhang, Songyao Zhang, Weihan Zhang, Li Yang, Dajiang Zhu, Tianming Liu, Xi Jiang, Junwei Han, Lei Guo
2023 J jnl
Review of Large Vision Models and Visual Prompt Engineering.
CoRR
Jiaqi Wang, Zhengliang Liu, Lin Zhao, Zihao Wu, Chong Ma, Sigang Yu, Haixing Dai, Qiushi Yang, Yiheng Liu, Songyao Zhang, Enze Shi, Yi Pan, Tuo Zhang, Dajiang Zhu, Xiang Li, Xi Jiang, Bao Ge, Yixuan Yuan, Dinggang Shen, Tianming Liu, Shu Zhang
2023 — conf
Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder.
IPMI
Li Yang, Songyao Zhang, Weihan Zhang, Jingchao Zhou, Tianyang Zhong, Yaonai Wei, Xi Jiang, Tianming Liu, Junwei Han, Yixuan Yuan, Tuo Zhang
2022 — conf
Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving Projection.
ISBI
Changhe Li, Jiaxing Gao, Zhibin He, Songyao Zhang, Yaonai Wei, Lei Du, Lei Guo, Junwei Han, Shu Zhang, Tuo Zhang
2020 — conf
Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix Factorization.
MLMI@MICCAI
Songyao Zhang, Lei Du, Jinglei Lv, Zhibin He, Xi Jiang, Lei Guo, Li Wang, Tianming Liu, Dinggang Shen, Gang Li, Tuo Zhang
2020 — conf
Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCA.
MLMI@MICCAI
Zhibin He, Shu Zhang, Songyao Zhang, Yin Zhang, Xintao Hu, Xi Jiang, Lei Guo, Tianming Liu, Lei Du, Tuo Zhang
2018 — conf
A Machine Learning Approach for Uncovering N6-methyladenosine-Disease Association.
BCB
Songyao Zhang, Shaowu Zhang, Xiaonan Fan, Jia Meng, Yidong Chen, Yufei Huang
2018 J jnl
GSAE: an autoencoder with embedded gene-set nodes for genomics functional characterization.
CoRR
Hung-I Harry Chen, Yu-Chiao Chiu, Tinghe Zhang, Songyao Zhang, Yufei Huang, Yidong Chen
2018 J jnl
MeT-DB V2.0: elucidating context-specific functions of N6-methyl-adenosine methyltranscriptome.
Nucleic Acids Res.
Hui Liu, Huaizhi Wang, Zhen Wei, Songyao Zhang, Gang Hua, Shao-Wu Zhang, Lin Zhang, Shou-Jiang Gao, Jia Meng, Xing Chen, Yufei Huang
2018 J jnl
Predicting drug response of tumors from integrated genomic profiles by deep neural networks.
CoRR
Yu-Chiao Chiu, Hung-I Harry Chen, Tinghe Zhang, Songyao Zhang, Aparna Gorthi, Li-Ju Wang, Yufei Huang, Yidong Chen