Online mining abnormal period patterns from multiple medical sensor data streams

[1]  Yanchun Zhang,et al.  CIRCE: Correcting Imprecise Readings and Compressing Excrescent points for querying common patterns in uncertain sensor streams , 2013, Inf. Syst..

[2]  João Gama,et al.  Contributions to a decision support system based on depth of anesthesia signals , 2012, 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS).

[3]  Yanchun Zhang,et al.  Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions , 2011, PAKDD.

[4]  Alain Biem,et al.  Body sensor data processing using stream computing , 2010, MIR '10.

[5]  Sylvie Charbonnier,et al.  On‐line adaptive trend extraction of multiple physiological signals for alarm filtering in intensive care units , 2009 .

[6]  João Gama,et al.  Monitoring Incremental Histogram Distribution for Change Detection in Data Streams , 2008, KDD Workshop on Knowledge Discovery from Sensor Data.

[7]  Kotagiri Ramamohanarao,et al.  Patterns Based Classifiers , 2007, World Wide Web.

[8]  Haibin Liu,et al.  Monitoring Abnormal Patterns with Complex Semantics over ICU Data Streams , 2006, IWICPAS.

[9]  Sylvie Charbonnier,et al.  On line extraction of temporal episodes from ICU high-frequency data: A visual support for signal interpretation , 2005, Comput. Methods Programs Biomed..

[10]  Sylvie Charbonnier,et al.  Trends extraction and analysis for complex system monitoring and decision support , 2005, Eng. Appl. Artif. Intell..

[11]  Sylvie Charbonnier,et al.  On-line segmentation algorithm for continuously monitored data in intensive care units , 2004, IEEE Transactions on Biomedical Engineering.

[12]  Pierre Baconnier,et al.  Do we need a systematic activation of alarm soundings for blood pressure monitoring for the safety of ICU patients? , 2003, Journal of critical care.

[13]  Ira J. Haimowitz,et al.  Managing temporal worlds for medical trend diagnosis , 1996, Artif. Intell. Medicine.

[14]  David H. Douglas,et al.  ALGORITHMS FOR THE REDUCTION OF THE NUMBER OF POINTS REQUIRED TO REPRESENT A DIGITIZED LINE OR ITS CARICATURE , 1973 .

[15]  Peter Szolovits,et al.  The coming of age of artificial intelligence in medicine , 2009, Artif. Intell. Medicine.

[16]  C. Deutschman,et al.  Computer Assisted Physiologic Monitoring and Stability Assessment in Vascular Surgical Patients Undergoing General Anesthesia – Preliminary Data , 2004, Journal of Clinical Monitoring and Computing.

[17]  Jeffrey M. Hausdorff,et al.  Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .

[18]  E. R. White.  Assessment of Line-Generalization Algorithms Using Characteristic Points , 1985 .