Now showing items 1-5 of 5
PREDICTION MODELS FOR CARBAPENEM-RESISTANT ENTEROBACTERIACEAE (CRE) AND OTHER MULTIDRUG-RESISTANT GRAM-NEGATIVE (MDRGN) BACTERIA IN HEALTHCARE SETTINGS
(Johns Hopkins University, 2018-10-01)
Background. Carbapenem-resistant Enterobacteriaceae (CRE) and other carbapenem-resistant organisms (CROs) pose urgent challenges to patient care. These bacteria are highly drug-resistant and are associated with significant ...
Learning Representations of Social Media Users
(Johns Hopkins University, 2018-10-25)
Social media users routinely interact by posting text updates, sharing images and videos, and establishing connections with other users through friending. User representations are routinely used in recommendation systems ...
Towards AI-assisted Healthcare: System Design and Deployment for Machine Learning based Clinical Decision Support
(Johns Hopkins University, 2018-05-10)
Over the last decade, American hospitals have adopted electronic health records (EHRs) widely. In the next decade, incorporating EHRs with clinical decision support (CDS) together into the process of medicine has the ...
A computational search for mutational drivers of cancer
(Johns Hopkins University, 2018-09-06)
The notion that DNA changes could drive the growth of cancer was first speculated more than a century ago, and has acquired overwhelming evidence in the past several decades. The recent decrease in cost of next-generation ...
Joint Spatial-Angular Sparse Coding, Compressed Sensing, and Dictionary Learning for Diffusion MRI
(Johns Hopkins University, 2018-03-02)
Neuroimaging provides a window into the inner workings of the human brain to diagnose and prevent neurological diseases and understand biological brain function, anatomy, and psychology. Diffusion Magnetic Resonance Imaging ...