Author: Kshirsagar, Meghana; Carbonell, Jaime; Klein-Seetharaman, Judith
Title: Multitask learning for host–pathogen protein interactions Document date: 2013_7_1
ID: sdgt2ms5_1
Snippet: Infectious diseases are a major health concern worldwide, causing millions of illnesses and deaths each year. Newly emerging viral diseases, such as swine H1N1 influenza, severe acute respiratory syndrome (SARS) and bacterial infections, such as the recurrent Salmonella and Escherichia coli outbreaks not only lead to wide-spread loss of life and health, but also result in heavy economic losses. To better navigate this landscape of infectious dise.....
Document: Infectious diseases are a major health concern worldwide, causing millions of illnesses and deaths each year. Newly emerging viral diseases, such as swine H1N1 influenza, severe acute respiratory syndrome (SARS) and bacterial infections, such as the recurrent Salmonella and Escherichia coli outbreaks not only lead to wide-spread loss of life and health, but also result in heavy economic losses. To better navigate this landscape of infectious diseases, it is important to not only understand the mechanisms of individual diseases, but also the commonalities between them. Combining knowledge from related diseases will give us deeper insights into infection and host immune response, will enhance our ability to comprehend new diseases and lead to efficient development of therapeutics.
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