Search Results for author: Chunyu Pan

Found 4 papers, 0 papers with code

Adaptive control of dynamic networks

no code implementations20 Feb 2023 Chunyu Pan, Zhao Su, Haoyu Zheng, Changsheng Zhang, Weixiong Zhang, Xizhe Zhang

However, the efficacy of the incumbent MDS may diminish as the network topologies evolve.

NetMoST: A network-based machine learning approach for subtyping schizophrenia using polygenic SNP allele biomarkers

no code implementations31 Jan 2023 Xinru Wei, Shuai Dong, Zhao Su, Lili Tang, Pengfei Zhao, Chunyu Pan, Fei Wang, Yanqing Tang, Weixiong Zhang, Xizhe Zhang

Subtyping neuropsychiatric disorders like schizophrenia is essential for improving the diagnosis and treatment of complex diseases.

Identification of cancer-keeping genes as therapeutic targets by finding network control hubs

no code implementations13 Jun 2022 Xizhe Zhang, Chunyu Pan, Xinru Wei, Meng Yu, Shuangjie Liu, Jun An, Jieping Yang, Baojun Wei, Wenjun Hao, Yang Yao, Yuyan Zhu, Weixiong Zhang

One of the recent approaches is based on network structural controllability that focuses on finding a control scheme and driver genes that can steer the cell from an arbitrary state to a designated state.

Total controllability analysis discovers explainable drugs for Covid-19 treatment

no code implementations7 Jun 2022 Xinru Wei, Chunyu Pan, Xizhe Zhang, Weixiong Zhang

One such approach adopts structural controllability, a theory for controlling a network (the cell).

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