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Blood Oxygen Level Screening using Data Mining

Reshma Malik, Jayant Gadge Published in Artificial Intelligence

International Journal of Applied Information Systems
Year of Publication: 2013
© 2012 by IJAIS Journal
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  1. Reshma Malik and Jayant Gadge. Article: Blood Oxygen Level Screening using Data Mining. International Journal of Applied Information Systems 5(9):14-16, July 2013. BibTeX

    	author = "Reshma Malik and Jayant Gadge",
    	title = "Article: Blood Oxygen Level Screening using Data Mining",
    	journal = "International Journal of Applied Information Systems",
    	year = 2013,
    	volume = 5,
    	number = 9,
    	pages = "14-16",
    	month = "July",
    	note = "Published by Foundation of Computer Science, New York, USA"


Sleep has to serve an important function to restore and recreate physical and mental performance. Current lifestyle attracts more attention towards sleep disorder. Hence sleep disorder is the subject of interest. This is now a common diagnostic process for health worldwide. The Polysomnography analyzer uses data mining technique to analyze patient blood oxygen level. Chronic Obstructive Pulmonary Disease (COPD) sleep disorder is caused by reduction of oxygen level in blood. The Polysomnogram recording is an 6 to 8 hrs sleep study. 100 polysomnography recordings of 6 to 8hrs each are used to analyze the results. Work emphasis on use of association rule mining to extract interesting patterns from the Polysomnogram recording.


  1. Sleep introduction, http://www. aasmnet. org
  2. N. Butkov, Atlas of Clinical Polysomnography, vol. 2, Medford, Synapse Media, 1996.
  3. A. Rechtschaffen and A. Kales, A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects, U. S. Dept. Health, Education, and Welfare, NIH, Publ. 204, Washington, DC,1968.
  4. M. A. Carskadon and A. Rechtschaffen, "Monitoring and staging human sleep," in M. H. Kryger, T. Roth and W. C. Dement, Principles and Practice of Sleep Medicine. 3rd, ed. Philadelphia,PA: Saunders,2000.
  5. COPD introduction http://www. nhlbi. nih. gov/health/health-topics/topics/copd/ access on May 2013.
  6. EDF/BDF converter http://www. teuniz. net/edf2ascii/access on Dec2012.
  7. E. Frank and I. H. Witten, Data Mining: Practical Machin Learning Tools and Techniques, 2nd ed. , San Mateo, CA: Morgan Kaufmann,2005.
  8. WEKA Manual for version3-7-9,University of Waikato,Hamilton,New Zealand,February19,2013.
  9. Embla titanium Clinical Manual, Thornton, USA,2011.


Association rule mining, COPD, Data mining, Polysomnography, Sleep disorder