no code implementations • 30 May 2024 • Xiao Xu, Keyin Zhou, Yan Zhang, Yang Wang, Fei Wang, Xizhe Zhang
Mood disorders, including depression and anxiety, often manifest through facial expressions.
no code implementations • 13 Oct 2023 • Zhao Su, Rongxun Liu, Keyin Zhou, Xinru Wei, Ning Wang, Zexin Lin, Yuanchen Xie, Jie Wang, Fei Wang, Shenzhong Zhang, Xizhe Zhang
The relationship between symptom severity and response time was explored, and a machine learning model was developed to predict the presence of insomnia.
1 code implementation • 24 Aug 2023 • Xiao Xu, Yang Wang, Xinru Wei, Fei Wang, Xizhe Zhang
To rectify this, we present the novel Attention-Based Acoustic Feature Fusion Network (ABAFnet) for depression detection.
no code implementations • 20 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.
no code implementations • 31 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.
no code implementations • 13 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.
no code implementations • 10 Jun 2022 • Xizhe Zhang, Fei Wang, Weixiong Zhang
They questioned the generalizability of our methods and the statistical significance, stability, and overfitting of the results, and proposed a pipeline for disease subtyping.
no code implementations • 7 Jun 2022 • Xinru Wei, Chunyu Pan, Xizhe Zhang, Weixiong Zhang
One such approach adopts structural controllability, a theory for controlling a network (the cell).
1 code implementation • 2 Mar 2017 • Xizhe Zhang, Jianfei Han, Weixiong Zhang
The main idea is to modify a maximum matching algorithm to make it efficient for finding all possible input nodes by computing only one MIS.
Discrete Mathematics Social and Information Networks Physics and Society