SOCR News UMich CCC HnN Retreat 2018
Contents
SOCR News & Events: Exploratory, Confirmatory, & Predictive Big Cancer Data Analytics
Logistics
- Event: 2018 Head and Neck Oncology Program Retreat
- Place/Time: Friday May 11, 2018, 7:30AM-4:00PM, University of Michigan, Pierpont Commons (East Room), 2101 Bonisteel Blvd, Ann Arbor, MI 48109.
- Presenter: Ivo D Dinov
Outline
We explore computational statistics and machine learning methods, specifically for H&N Cancer analytics. Specifically, we developed new methods and tested them on the H&N cancer dataset (n~350). Specifically, we will demonstrate the infrastructure for predicting univariate clinical outcomes (e.g., cancer staging), processing unstructured clinical notes and medication data, and generating machine-learning models of association.
Slidedeck
Dr. Dinov's slides are available here.
References
- SOCR Publications
- Dinov, ID, 2018. Data Science and Predictive Analytics: Biomedical and Health Applications using R, Springer, Computer Science, ISBN 978-3-319-72346-4.
- Data Science and Predictive Analytics (DSPA) Website: http://predictive.space
- SOCR Funding
- SOCR Home page: http://www.socr.umich.edu
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