Prediction of exacerbation onset in chronic obstructive pulmonary disease patients

Journal of Medical Engineering and Technology

Volumn 40, Issue 1, 2016, Pages 1-7

  Christian Riis, Hans ^a   Jensen, Morten H ^a   Cichosz, Simon Lebech ^a   Hejlesen, Ole K ^a,b,c  

^a AALBORG UNIVERSITY   (Denmark)

^b UNIVERSITY OF AGDER   (Norway)

^c UNIVERSITY OF TROMSØ   (Norway)

Author keywords

Chronic obstructive pulmonary disease; decision modelling; disease exacerbation; telehome care

Indexed keywords

ALGORITHMS; FORECASTING; NEAREST NEIGHBOR SEARCH; PHYSIOLOGICAL MODELS; PHYSIOLOGY;

CHRONIC OBSTRUCTIVE PULMONARY DISEASE; DECISION MODELLING; INTELLIGENT PROCESSING; NEGATIVE PREDICTIVE VALUE; PHYSIOLOGICAL PARAMETERS; PHYSIOLOGICAL RECORDINGS; POSITIVE PREDICTIVE VALUES; TELEHOME-CARE;

PULMONARY DISEASES;

AGED; ALGORITHM; ARTICLE; CHRONIC OBSTRUCTIVE LUNG DISEASE; CLASSIFIER; CONTROLLED STUDY; DIASTOLIC BLOOD PRESSURE; DISEASE EXACERBATION; DYSPNEA; FEMALE; FORCED EXPIRATORY VOLUME; HUMAN; K NEAREST NEIGHBOR; MAJOR CLINICAL STUDY; MALE; MEAN ARTERIAL PRESSURE; OXYGEN SATURATION; PREDICTION; PREDICTIVE VALUE; PRIORITY JOURNAL; PULSE OXIMETRY; SELF MONITORING; SENSITIVITY AND SPECIFICITY; SYSTOLIC BLOOD PRESSURE; BLOOD PRESSURE MEASUREMENT; COMPUTER ASSISTED DIAGNOSIS; DISEASE COURSE; EVALUATION STUDY; MIDDLE AGED; OXIMETRY; PROCEDURES; PROGNOSIS; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; REPRODUCIBILITY; TELEMEDICINE;

AGED; ALGORITHMS; BLOOD PRESSURE DETERMINATION; DIAGNOSIS, COMPUTER-ASSISTED; DISEASE PROGRESSION; FEMALE; HUMANS; MALE; MIDDLE AGED; OXIMETRY; PROGNOSIS; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; TELEMEDICINE;

EID: 84953716111     PISSN: 03091902     EISSN: 1464522X     Source Type: Journal    
DOI: 10.3109/03091902.2015.1105317     Document Type: Article

References (16)

1. Løkke, A., Fabricius, P.G., Vestbo, J., Marrot, J.L., Lange, P., 2007, Forekomst af kronisk obstruktiv lungesygdom i København. Ugeskrift for læger, 169, 3956-3960
2. Statens Institut for Folkesundhed., 2007, Folkesundhedsrapporten Danmark 2007. In: Kjøller, M., Juel, K., and Kamper-Jørgensen, F., editors. (Copenhagen: Statens Institut for Folkesundhed)
3. WHO., 2008, The Global Burden of Disease: 2004 update (Geneva: World Health Organization)
4. Hilleman, D.E., Dewan, N., Malesker, M., Friedman, M., 2000, Pharmacoeconomic evaluation of COPD. Chest, 118, 1278-1285
5. Seemungal, T.A., Hurst, J.R., Wedzicha, J.A., 2009, Exacerbation rate, health status and mortality in COPD-a review of potential interventions. International Journal of COPD, 4, 203-223
6. Sanchez-Morillo, D., Fernandez-Granero, M.A., Jiménez, A.L., 2015, Detecting COPD exacerbations early using daily telemonitoring of symptoms and k-means clustering: A pilot study. Medical & Biological Engineering & Computing, 53, 441-451
7. Hurst, J.R., Donaldson, G.C., Quint, J.K., Goldring, J.J., Patel, A.R., Wedzicha, J.A., 2010, Domiciliary pulse-oximetry at exacerbation of chronic obstructive pulmonary disease: Prospective pilot study. BMC Pulmonary Medicine, 10, 99-103
8. Jensen, M.H., Cichosz, S.L., Dinesen, B., Hejlesen, O.K., 2012, Moving prediction of exacerbation in chronic obstructive pulmonary disease for patients in telecare. Journal of Telemedicine and Telecare, 18, 99-103
9. Newandee, D.A., Reisman, S.S., Bartels, M.N., De Meersman, R.E., 2003, COPD severity classification using principal component and cluster analysis on hrv parameters. In Proceedings of the 29th IEEE Annual Northeast Bioengineering Conference; 2003; New Jersey Institute of Technology: Newark, New Jersey. pp. 134-135
10. Jensen, M.H., Cichosz, S.L., Dinesen, B., Hejlesen, O.K., 2011, Online prediction of exacerbation in patients with chronic obstructive pulmonary disease using linear discriminant pattern classification. In Scandinavian Conference on Health Informatics; Oslo. pp. 21-25
11. Seemungal, T.A., Donaldson, G.C., Paul, E.A., Bestall, J.C., Jeffries, D.J., Wedzicha, J.A., 1998, Effect of exacerbation on quality of life in patients with chronic obstructive pulmonary disease. American Journal of Respiratory & Critical Care Medicine, 157, 1418-1422
12. Soler-Catalunã, J.J., Martínez-Garciá, M.Á., Sánchez, P.R., Salcedo, E., Navarro, M., Ochando, R., 2005, Severe acute exacerbations and mortality in patients with chronic obstructive pulmonary disease. Thorax, 60, 925-931
13. Almagro, P., Calbo, E., Ochoa de Echaguën, A., Barreiro, B., Quintana, S., Heredia, J.L.,., 2002, Mortality After Hospitalization for COPD. Chest, 121, 1441-1448
14. Mylund, L., 2012, Telemedicin hos patienter med kronisk obstruktiv lungesygdom (Aalborg: Aalborg Universitetshospital, Lungemedicinsk afdeling)
15. Langsetmo, L., Platt, R.W., Ernst, P., Bourbeau, J., 2008, Underreporting exacerbation of chronic obstructive pulmonary disease in a longitudinal cohort. American Journal of Respiratory & Critical Care Medicine, 177, 396-401
16. Stenton, C. The MRC breathlessness scale. Occupational Medicine, 58, 226-227