Personalized alerts for patients with COPD using pulse oximetry and symptom scores

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

Volumn , Issue , 2014, Pages 3164-3167

  Shah, Syed Ahmar ^a   Velardo, Carmelo ^a   Gibson, Oliver J ^a   Rutter, Heather ^b   Farmer, Andrew ^b   Tarassenko, Lionel ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

MEDICAL COMPUTING; MHEALTH; NONINVASIVE MEDICAL PROCEDURES; OXIMETERS;

BLOOD OXYGEN SATURATION; CHRONIC DISEASE; CHRONIC OBSTRUCTIVE PULMONARY DISEASE; DATA-DRIVEN APPROACH; NOVELTY DETECTION; QUALITY OF LIFE; RESPIRATORY RATE; TABLET COMPUTER;

PULMONARY DISEASES;

OXYGEN;

AGED; ALARM MONITOR; ALGORITHM; AREA UNDER THE CURVE; BLOOD; BREATHING RATE; CHRONIC DISEASE; CHRONIC OBSTRUCTIVE LUNG DISEASE; COMPUTER INTERFACE; COMPUTER PROGRAM; FEMALE; HEART RATE; HOSPITALIZATION; HUMAN; MALE; MICROCOMPUTER; MIDDLE AGED; MULTIVARIATE ANALYSIS; OXIMETRY; PATHOPHYSIOLOGY; PILOT STUDY; PROCEDURES; QUALITY OF LIFE; RETROSPECTIVE STUDY; SIGNAL PROCESSING;

AGED; ALGORITHMS; AREA UNDER CURVE; CHRONIC DISEASE; CLINICAL ALARMS; COMPUTERS, HANDHELD; FEMALE; HEART RATE; HOSPITALIZATION; HUMANS; MALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; OXIMETRY; OXYGEN; PILOT PROJECTS; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; QUALITY OF LIFE; RESPIRATORY RATE; RETROSPECTIVE STUDIES; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOFTWARE; USER-COMPUTER INTERFACE;

EID: 84929492522     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6944294     Document Type: Conference Paper

References (16)

1. WHO, World Health Statistics 2008, World Health Organization, 2008
2. National Institute for Health and Care Excellence, Chronic obstructive pulmonary disease, NICE, 2010
3. EWMA Bischoff, R Akkermans, J Bourbeau, C van Weel, JH Vercoulen, TRJ Schermer, "Comprehensive self-management and routine monitoring in chronic obstructive pulmonary disease patients in general practice: randomised controlled trial", BMJ: British Medical Journal, Vol. 345, 2012
4. JA Wedzicha, J Vestbo, "Can patients with COPD self-manage?", The Lancet, Vol. 380, no. 9842, pp. 624-625, 2012
5. AM Yañez, D Guerrero, R Pérez de Alejo, F Garcia-Rio, JL Alvarez-Sala, M Calle-Rubio, R Malo de Molina et al. "Monitoring breathing rate at home allows early identification of COPD exacerbations", Chest Vol. 142, no. 6, pp. 1524-1529, 2012
6. L Tarassenko, A Nairac, N Townsend, I Buxton, P Cowley, "Novelty detection for the identification of abnormalities", International Journal of Systems Science, Vol. 31, no. 11, pp. 1427-1439, 2000
7. L Tarassenko, P Hayton, N Cerneaz, M Brady, "Novelty detection for the identification of masses in mammograms", in Artificial Neural Networks, Fourth International Conference on. IET, pp. 442-447, 1995
8. L Tarassenko, A Hann, D Young, "Integrated monitoring and analysis for early warning of patient deterioration", British Journal of Anaesthesia, Vol. 97, no. 1, pp. 64-68, 2006
9. MAF Pimentel, DA Clifton, L Clifton, L Tarassenko, "A review of novelty detection", Signal Processing, Vol. 99, pp. 215-249, 2014
10. A Farmer, C Toms, M Hardinge, V Williams, H Rutter, L Tarassenko, "Self-management support using an internet-linked tablet computer (the EDGE platform)-based intervention in chronic obstructive pulmonary disease: protocol for the EDGE-COPD randomised controlled trial", BMJ open, Vol. 4, no. 1, pp. e004437, 2014
11. WS Johnston, Y. Mendelson. "Extracting breathing rate information from a wearable reflectance pulse oximeter sensor", 26th Annual International Conference of the IEEE, Vol. 2, pp. 5388-5391. IEEE, 2004
12. DJ Meredith, D Clifton, P Charlton, J Brooks, CW Pugh, L Tarassenko. "Photoplethysmographic derivation of respiratory rate: a review of relevant physiology", Journal of medical engineering & technology Vol. 36, no. 1, pp. 1-7, 2012
13. SG Fleming, and L Tarassenko. "A Comparison of Signal Processing Techniques for the Extraction of Breathing Rate from the Photoplethysmogram", International Journal of Biomedical Sciences Vol. 2, no. 4, 2007
14. E Parzen "On estimation of a probability density function and mode", Annals of mathematical statistics Vol. 33, pp. 1065-1076, 1962
15. CM Bishop, Pattern recognition and machine learning, Vol. 1, Springer New York, 2006
16. SA Shah, Vital sign monitoring and data fusion for paediatric triage, DPhil dissertation, Dept. Eng. Science, University of Oxford, UK, 2012