2 papers
cs.LG2018
LoAdaBoost: loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data
Li Huang, Yifeng Yin, Zeng Fu +3
Intensive care data are valuable for improvement of health care, policy making and many other purposes. Vast amount of such data are stored in different locations, on many differen…
cs.CR2018
Genie: A Secure, Transparent Sharing and Services Platform for Genetic and Health Data
Shifa Zhang, Anne Kim, Dianbo Liu +10
Artificial Intelligence (AI) incorporating genetic and medical information have been applied in disease risk prediction, unveiling disease mechanism, and advancing therapeutics. Ho…