April 02 to 04 2018, Santa Clara, USA.


Speaker "Julie Zhu" Details

Name :
julie zhu
Company :
Title :
Topic :

Applied Machine Learning and Deep Learning use cases in Health Care

Abstract :

Health care data consists of multivariate time series of observations as well as numerous features in vary types of information, with the wealth of insights of the EHR data, it is challenging to mine data efficiently, Deep Learning becomes a powerful and efficient tool to learn from the data compared with Machine learning and the traditional predictive modeling. In the presentation, we will predict or impute the patient’s disease and describe some of the more mainstream applications of neural networks LSTM models, aggregation of time series and static variables, as well as embedding approaches, the comparison of Deep Learning vs. Machine Learning and vs. Logistic Regression, and the additional business values achieved.

Profile :
Dir of Data Science/Chief Data Scientist, Optum Technology, United Health Group

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