The papers below were presented at Computers in Cardiology 2009. Please cite this publication when referencing any of these papers. These papers have been made available by their authors under the terms of the Creative Commons Attribution License 3.0 (CCAL). We wish to thank all of the authors for their contributions.
The first of these papers is an introduction to the challenge topic, with a summary of the challenge results and a discussion of their implications.
The remaining papers were presented by participants in the Challenge, who describe their approaches to the challenge problem.
Forecasting Acute Hypotensive Episodes in Intensive Care Patients Based on a Peripheral Arterial Blood Pressure Waveform
X Chen, D Xu, G Zhang, R Mukkamala
Prediction of Acute Hypotensive Episodes Using Neural Network Multi-models
JH Henriques, TR Rocha
Predicting Acute Hypotensive Episodes from Mean Arterial Pressure
P Langley, S King, D Zheng, EJ Bowers, K Wang, J Allen, A Murray
A Rule-Based Approach for the Prediction of Acute Hypotensive Episodes
MA Mneimneh, RJ Povinelli
Predicting the Occurrence of Acute Hypotensive Episodes: The PhysioNet Challenge
F Chiarugi, I Karatzanis, V Sakkalis, I Tsamardinos, Th Dermitzaki, M Foukarakis, G Vrouchos
A Biosignal Analysis System Applied for Developing an Algorithm Predicting Critical Situations of High Risk Cardiac Patients by Hemodynamic Monitoring
D Hayn, B Jammerbund, A Kollmann, G Schreier
Smoothing and Discriminating MAP Data
K Jin, NL Stockbridge
Computers in Cardiology / Physionet Challenge 2009: Predicting Acute Hypotensive Episodes
F Jousset, M Lemay, JM Vesin