Scientific Program

Scientific Program

Sep 9, 2011 | Sep 11, 2011

Hour	Name	Title
9:00 am - 11:30 am	Session 3:	Machine learning and Artificial Intelligence Approaches to Critical Care Data
Session chairs: TBD
9:00 - 9:20 am	V. Herasevich, Dept Anesthesiology (METRIC)	"Failure to rescue" concept in clinical diagnostic alerts
9:30 - 9:50 am	G. Bontempi, Brussels, Belgium	Real-time prediction of an anesthetic monitor index using machine learning
9:55 - 10:15 am	A. Abu-Hanna, Amsterdam, Netherlands	Prognostic methods in the ICU: the role of pattern and subgroup discovery
10:20 - 10:40 am	Y. Vodovotz, Pittsburgh, PA, USA	Dimension reduction in the analysis of high dimensional bioassay data
10:45- 11:05 am	M. Cohen, San Francisco, USA	Redefining physiology: Physiologic state identification and transition propensity using multivariate ICU informatics
11:10- 11:30 am	G. Meyfroidt, Leuven, Belgium	Predictive data mining in routine clinical data: possible applications
11:30 - 12:30 pm	Free paper session II	(Speakers to be determined by scientific committee´s selection from submitted abstracts.)
12:30 - 13:30	Lunch Break
13:30 - 15:30	Session 4:	Physiological Signals and Nonlinear Time Series Analysis I
Session chairs: TBD
13:30- 14:00	G. Clifford , Oxford, UK	Kalman filtering for artifact detection and reduction in multimodal monitoring data
14:00 - 14:30	A. Stefanovska, Lancaster, UK	Low frequency oscillations of the intracranial pressure signal in acute traumatic brain injury - relationship between spectral energy, phase and autoregulation.
14:30- 15:00	L.C. Cancio/Ch. White, Ft. Sam Houston, TX, USA	Analysis of respiratory complexity for decision support during spontaneous breathing trials
15:00- 15:30	A. Seely, Ottawa, Canada	Taking multiorgan variability quantification to the beside - a multicenter clinical trial
15:30 - 16:00	Coffee Break
16:00 - 18:00	Session 5:	Physiological Signals and Nonlinear Time Series Analysis II
Session chairs: TBD
16:00 - 16:20	P. Norris, Nashville, TN, USA	Identifying rare clinical events in complex physiological time series.
16:20 - 16:40	C. McGregor, Toronto, Canada	Artemis: Real-Time Streaming Analytics for Intensive Care Units - an academic perspective
16:40 - 17:00	D. M. Sow, Hawthorne, NY, USA	Artemis: Real-Time Streaming Analytics for Intensive Care Units - an industrial perspective
17:00 - 17:20	R. Fried/M. Borowski/ U. Gather/M. Imhoff, Bochum, Germany	Robust signal extraction from complex physiological monitoring timeseries
17:20- 17:40	A. Batchinsky, San Antonio, TX, USA	Real time Assessment of Systems Level Complexity in the ICU: How Well is the patient?
17:40- 18:00	B. Goldstein, Clinton, NJ, USA	Data Acquisition and Analysis of Physiological Signals in Pediatrics: Investigations and Challenges
18:00 - 19:00	Poster Session II:	(Presentation of posters selected from abstract submission by scientific committee; formal walk-around for poster group II)
	(Festive dinner and announcement of poster and presentation prizes)