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International Critical Care Data Mining Marathon
September 5, 2014 - September 7, 2014Free
MIT Stata Center, 1st FloorREGISTER NOW: JULY 31 DEADLINE
In collaboration with MIT Hacking Medicine, the MIT Laboratory for Computational Physiology, is holding the first International Critical Care Data Marathon on September 5-7, 2014 at MIT, in London and in Paris.
Once again, we will be bringing together clinical providers (nurses, respiratory therapists, pharmacists, and physicians) with data scientists to address clinically relevant questions in a large clinical database over the course of a weekend. Participants will have the opportunity to work with a large, open-access ICU database called MIMIC (created in collaboration with Beth Israel Deaconess Medical Center (BIDMC), MIT, and Philips Healthcare). MIMIC has attracted both clinicians and data scientists who have partnered on prior productive studies which have included examination of practice variability, heterogeneity of treatment effect, cost analyses, and predictive modeling–among others. During this brief 48 hours, teams of clinicians and data scientists will generate novel questions to address which will hopefully result in lasting relationships and clinically relevant projects.
Critical Care Data Marathon Schedule
Day One: Friday, September 5, 2014
- 5:00 – 5:15 PM: Welcome and Opening Remarks – Leo Anthony Celi (1st Floor, Stata Center)
- 5:15 – 6:00 PM: Idea Statements and Problems Pitches (1st Floor, Stata Center)
- 6:00 – 7:00 PM: Getting Started with MIMIC-II and HANA (1st Floor, Stata Center)
- 7:00 – 8:00 PM: Hacking (1st Floor, Stata Center)
Day Two: Saturday, September 6, 2014
- 8:00 – 12:00 PM: Hacking (1st Floor, Stata Center)
- 12:00 – 1:00 PM: Lunch (1st Floor, Stata Center)
- 1:00 – 5:00 PM: Hacking (1st Floor, Stata Center)
- 5:00 – 7:00 PM: Open Office Hours – MIMIC experts and clinical researchers (1st Floor, Stata Center)
Day Three: Sunday, September 7, 2014
- 9:00 – 11:00 AM: Judging (1st Floor, Stata Center)
- 11:00 AM – 1:00 PM: Final Presentations (6th Floor, MIT Media Lab)
- 3:00 – 6:00 PM: Computing in Cardiology’s Sunday Symposium – Data-driven learning, Discovery and Innovation (6th Floor, MIT Media Lab)
- 7:00 – 11:00 PM: Post- Marathon Party (Meadhall, 4 Cambridge Center)
The MIMIC-II database is a publically available database that is part of the Multiparameter Intelligent Monitoring in Intensive Care project funded by the National Institute of Biomedical Imaging and Bioengineering at the Laboratory of Computational Physiology at MIT. The database consists of over 40,000 ICU stays at the Beth Israel Deaconness Medical Center and combines structured clinical data, with waveforms and physician notes (see below). The database is hosted on PhysioNet. However, SAP is sponsoring the workshop by hosting MIMIC-II on a HANA Cloud.LEARN MORE