no code implementations • 12 Jun 2018 • Mao Chengsheng, Zhao Yuan, Sun Mengxin, Luo Yuan
The fact that the majority (12 out of 13) of the sensitive diseases fall into the first two categories suggests the potential of the proposed feature ablation method as a solution for event-level record privacy protection.
no code implementations • 18 May 2018 • Luo Yuan, Mao Chengsheng, Yang Yiben, Wang Fei, Ahmad Faraz S., Arnett Donna, Irvin Marguerite R., Shah Sanjiv J.
HNMF simultaneously approximates the phenotypic and genetic matrices using different appropriate loss functions, and generates patient subtypes, phenotypic groups and genetic groups.