Multi-objective optimization and explanation for stroke risk assessment in Shanxi province

no code implementations • 29 Jul 2021 • Jing Ma, Yiyang Sun, Junjie Liu, Huaxiong Huang, Xiaoshuang Zhou, Shixin Xu

The experimental results showed that the QIDNN model with 7 interactive features achieve the state-of-art accuracy $83. 25\%$.

Analysis and classification of main risk factors causing stroke in Shanxi Province

no code implementations • 29 May 2021 • Junjie Liu, Yiyang Sun, Jing Ma, Jiachen Tu, Yuhui Deng, Ping He, Huaxiong Huang, Xiaoshuang Zhou, Shixin Xu

Evaluation of the risk of getting stroke is important for the prevention and treatment of stroke in China.

BIG-bench Machine Learning Interpretable Machine Learning

A phase field model for mass transport with semi-permeable interfaces

no code implementations • 11 Mar 2021 • Yuzhe Qin, Huaxiong Huang, Yi Zhu, Chun Liu, Shixin Xu

Numerical simulations first illustrate the consistency of theoretical results on the sharp interface limit.

Numerical Analysis Numerical Analysis 76Z99, 92B05, 76R50

An Energy Stable C0 Finite Element Scheme for A Phase-Field Model of Vesicle Motion and Deformation

no code implementations • 10 Dec 2020 • Lingyue Shen, Zhiliang Xu, Ping Lin, Huaxiong Huang, Shixin Xu

A thermodynamically consistent phase-field model is introduced for simulating motion and shape transformation of vesicles under flow conditions.

Numerical Analysis Numerical Analysis 76T06 92B05 35Q92