Author

Guannan Cao

Northwestern Polytechnical University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:non-human primate· 1 Research Focus:spatial domain detection· 1 Approach:statistical model· 1

Frequent Co-Authors

Tuo ZhangiD· 2 shared Xi JiangiD· 2 shared Alan Charles EvansiD· 1 shared Boyu ZhaoiD· 1 shared Hailin SuniD· 1 shared Jiadong YaniD· 1 shared Jingchao ZhouiD· 1 shared Junwei HaniD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersNeuroscience

Tuo ZhangORCID

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2 papers

Recent·Most cited

Species -Shared and -Unique Gyral Peaks on Human and Macaque Brains

Songyao Zhang, Tuo Zhang, Guannan Cao, Jingchao Zhou, Zhibin He, Xiao Li, Yudan Ren, Tao Liu, Xi Jiang, Lei Guo, Junwei Han, Tianming Liu

This study identifies shared and unique gyral peaks in human and macaque brains and examines their spatial distribution, anatomical morphology, and functional connectivity.

eLife · Apr 18, 2024Peer-reviewedNeuroscience

Multi-task machine learning reveals the functional neuroanatomy fingerprint of mental processing

Zifan Wang, Yuzhong Chen, Jiadong Yan, Yi Pan, Wei Mao, Zhenxiang Xiao, Guannan Cao, Paule‐Joanne Toussaint, Weitong Guo, Boyu Zhao, Hailin Sun, Tuo Zhang, Alan Charles Evans, Xi Jiang

This study uses multi-task deep learning to identify unique functional neuroanatomy fingerprints for seven mental processes, showing high classification accuracy and robustness across datasets.

bioRxiv · Nov 30, 2023 · PreprintNeuroscience