Search for tag: "healthy"

Cao (Danica) Xiao - Deep Learning for Healthcare: Opportunities, Innovations, and Challenges

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…

From  Kathryn Gentilello 2 Weeks ago 16 views 0  

Bridget Hurley, Jim McClelland, Patrick O'Neal, Vivian Singletary, Tabia Henry Akintobi - Panel Discussion

Health Systems: The Next Generation 2018 2:45 – 4:00pm PanelBridget Hurley, VP of Clinical and Regulatory | Evidation Health Jim McClelland, Executive Director for Drug Prevention, Treatment,…

From  Kathryn Gentilello 2 Months ago 7 views 0  

Jennifer R. DuBose, Danny Hughes, Omer T. Inan, Zihao Li, Mark Styczynski - Rapid Fire Research Presentations

1:15 – 2:15pm Rapid Fire Research PresentationsJennifer R DuBose, MS, Associate Director of the SimTigrate Design Lab, Principal Research Associate |Georgia Institute of Technology Danny…

From  Kathryn Gentilello 2 Months ago 7 views 0  

Pinar Keskinocak - Welcome

1:00 – 1:15pm WelcomeDr. Pinar Keskinocak, Co-director, Center for Health and Humanitarian Systems | Georgia Institute of Technology William W. George Chair and Professor Milton Stewart School…

From  Kathryn Gentilello 2 Months ago 3 views 0  

CSE 6250 04-19-2018 - Buzz Stewart

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…

From  Desmond J Gardfrey 9 Months ago 26 views 0  

CSE 6250 Lecture - S. Joshua Swamidass, Washington University

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…

From  Desmond J Gardfrey 10 Months ago 16 views 0  

Big Data in Behavioral Medicine - James M. Rehg

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,…

From  Kathryn Gentilello 11 Months ago 48 views 0  

Machine Learning from Irregularly-Sampled Temporal Data: A Case Study in Predicting Across Most Diseases in Electronic Health Records - David Page

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,…

From  Desmond J Gardfrey 11 Months ago 54 views 0  

Unsupervised Phenotyping using Tensor Factorization - Ioakeim Perros

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…

From  Desmond J Gardfrey 11 Months ago 47 views 0  

Precision Medicine at Georgia Tech: Introduction to the Health Data Analytics Platform - Jon Duke

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…

From  Kathryn Gentilello 11 Months ago 101 views 0