2 citations · 3 across the 6 of their papers we have counts for
6 papers
Module control of network analysis in psychopathology
Chunyu Pan, Quan Zhang, Yue Zhu +5
The network approach to characterizing psychopathology departs from traditional latent categorical and dimensional approaches. Causal interplay among symptoms contributed to dynami…
NetMoST: A network-based machine learning approach for subtyping schizophrenia using polygenic SNP allele biomarkers
Xinru Wei, Shuai Dong, Zhao Su +7
Subtyping neuropsychiatric disorders like schizophrenia is essential for improving the diagnosis and treatment of complex diseases. Subtyping schizophrenia is challenging because i…
Adaptive control of dynamic networks
Chunyu Pan, Xizhe Zhang, Haoyu Zheng +3
Real-world network systems are inherently dynamic, with network topologies undergoing continuous changes over time. Previous works often focus on static networks or rely on complet…
Identification of cancer-keeping genes as therapeutic targets by finding network control hubs
Xizhe Zhang, Chunyu Pan, Xinru Wei +9
Finding cancer driver genes has been a focal theme of cancer research and clinical studies. One of the recent approaches is based on network structural controllability that focuses…
Total controllability analysis discovers explainable drugs for Covid-19 treatment
Xinru Wei, Chunyu Pan, Xizhe Zhang +1
Network medicine has been pursued for Covid-19 drug repurposing. One such approach adopts structural controllability, a theory for controlling a network (the cell). Motivated to pr…
Control hubs of complex networks and a polynomial-time identification algorithm
Xizhe Zhang, Chunyu Pan, Weixiong Zhang
Unveiling the underlying control principles of complex networks is one of the ultimate goals of network science. We introduce a novel concept, control hub, to reveal a cornerstone…