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Alaa Aljiffry Date
February 27th, 2020
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Mining biomedical text can be useful for validating new disease subgroups or summarizing information to guide policies and decision making. Yet, existing work predominately focuses on efficient…
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Joyce Ho Date
February 25th, 2020
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This talk will discuss the principles of epidemiologic thinking and a foundation for population health sciences. Basic epidemiologic concepts including how best to answer a scientific question,…
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Rachel Patzer Date
April 18th, 2019
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Sparse data computations are ubiquitous in science and engineering. Two widely used applications requiring sparse data computations are graph algorithms and linear algebra operations such as Sparse…
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Oded Green Date
April 16th, 2019
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Joyce Ho Date
March 14th, 2019
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The massive generation and collection of digitized health data, e.g. electronic health records (EHRs), along with these notable, longstanding healthcare deficiencies including diagnostic errors and…
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Cao (Danica) Xiao Date
January 24th, 2019
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By driving the digitization of healthcare data, the 2009 HITECH Act set the stage for business and business practice transformation. Today, the amount of healthcare data doubles every two years and…
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Walter (Buzz) Stewart Date
April 19th, 2018
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Many medicines become toxic only after bioactivation by metabolizing enzymes. Often, metabolic enzymes transformed them into chemically reactive species, which subsequently conjugate to proteins and…
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S. Joshua Swamidass Date
April 12th, 2018
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The explosion of health-related data in the form of electronic health records and genomics has captured the attention of both the machine learning and medical informatics communities. In his talk,…
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James M. Rehg Date
March 6th, 2018
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Much of the world’s real data on people is irregularly-sampled, temporal, and observational (meaning we don’t get to experiment as in a randomized clinical trial). For example,…
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David Page Date
February 27th, 2018
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How can we distill multiple aspects of raw and noisy electronic health record data, such as diagnoses, medications and procedures, to a few concise clinical states without human-annotated labels? In…
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Ioakeim Perros Date
February 20th, 2018
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Conducting health research is complex, from accessing health data to running analytics to building interoperable applications. The Georgia Tech Health Data Analytics Platform (HDAP) is designed to…
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Jon Duke Date
February 6th, 2018
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More than half of kidney transplant recipients are rehospitalized in the year after kidney transplantation, placing a large burden on the hospital system and placing patients at higher risk for poor…
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Rachel Patzer Date
February 13th, 2018
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Electronic health records (EHR) contains rich clinical phenotype information. In this talk, I will present methods and early results from two projects to demonstrate the potential of using EHR data…
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