Sunday, June 19, 2016

Big data to smart data in AD: Real-world examples of advanced modeling and simulation

Big data to smart data in AD: Real-world examples of advanced modeling and simulation:

Dementia Big
Many disease-modifying clinical development programs in Alzheimer’s disease (AD) have failed to date, and development of new and advanced preclinical models that generate actionable knowledge is desperately needed. This review reports on computer-based modeling and simulation approach as a powerful tool in AD research. Statistical data-analysis techniques can identify associations between certain data and phenotypes, such as diagnosis or disease progression. Other approaches integrate domain expertise in a formalized mathematical way to understand how specific components of pathology integrate into complex brain networks.


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