Lodewijckx C, Sermeus W, Vanhaecht K, Panella M, Deneckere S, Leigheb F, Decramer M: Inhospital management of copd exacerbations: a systematic review of the literature with regard to adherence to international guidelines. J Eval Clin Pract. 2009, 15 (6): 1101-1110. 10.1111/j.1365-2753.2009.01305.x.
Article
PubMed
Google Scholar
Schoen C, Osborn R, How SKH, Doty MM, Peugh J: In chronic condition: experiences of patients with complex health care needs, in eight countries, 2008. Health Aff (Millwood). 2009, 28 (1): 1-16. 10.1377/hlthaff.28.1.w1.
Article
Google Scholar
Sim I, Gorman P, Greenes RA, Haynes RB, Kaplan B, Lehmann H, Tang PC: Clinical decision support systems for the practice of evidence-based medicine. J Am Med Inform Assoc. 2001, 8 (6): 527-534. 10.1136/jamia.2001.0080527.
Article
PubMed Central
CAS
PubMed
Google Scholar
Burgos F, Disdier C, de Santamaria EL, Galdiz B, Roger N, Rivera ML, Hervàs R, Durán-Tauleria E, Garcia-Aymerich J, Roca J: Telemedicine enhances quality of forced spirometry in primary care. Eur Respir J. 2012, 39 (6): 1313-1318. 10.1183/09031936.00168010.
Article
PubMed
Google Scholar
Castillo D, Guayta R, Giner J, Burgos F, Capdevila C, Soriano J, Barau M, Casan P: Copd case finding by spirometry in high-risk customers of urban community pharmacies: a pilot study. Respir Med. 2009, 103 (6): 839-845. 10.1016/j.rmed.2008.12.022.
Article
CAS
PubMed
Google Scholar
Vestbo J, Hurd SS, Agusti AG, Jones PW, Vogelmeier C, Anzueto A, Barnes PJ, Fabbri LM, Martinez FJ, Nishimura M: Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: Gold executive summary. American journal of respiratory and critical care medicine. 2013, 187 (4): 347-365. 10.1164/rccm.201204-0596PP.
Article
CAS
PubMed
Google Scholar
Sittig DF, Wright A, Osheroff JA, Middleton B, Teich JM, Ash JS, Campbell E, Bates DW: Grand challenges in clinical decision support. Journal of biomedical informatics. 2008, 41 (2): 387-392. 10.1016/j.jbi.2007.09.003.
Article
PubMed Central
PubMed
Google Scholar
Fox J, Glasspool D, Patkar V, Austin M, Black L, South M, Robertson D, Vincent C: Delivering clinical decision support services: there is nothing as practical as a good theory. Journal of biomedical informatics. 2010, 43 (5): 831-843. 10.1016/j.jbi.2010.06.002.
Article
PubMed
Google Scholar
Kawamoto K, Houlihan CA, Balas EA, Lobach DF: Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. Bmj. 2005, 330 (7494): 765-10.1136/bmj.38398.500764.8F.
Article
PubMed Central
PubMed
Google Scholar
Roshanov PS, Misra S, Gerstein HC, Garg AX, Sebaldt RJ, Mackay JA, Weise-Kelly L, Navarro T, Wilczynski NL, Haynes RB, C.C.D.S.S.S.R.T: Computerized clinical decision support systems for chronic disease management: a decision-maker-researcher partnership systematic review. Implement Sci. 2011, 6: 92-10.1186/1748-5908-6-92.
Article
PubMed Central
PubMed
Google Scholar
Kattan M, Crain EF, Steinbach S, Visness CM, Walter M, Stout JW, Evans R, Smartt E, Gruchalla RS, Morgan WJ: A randomized clinical trial of clinician feedback to improve quality of care for inner-city children with asthma. Pediatrics. 2006, 117 (6): 1095-1103. 10.1542/peds.2005-2160.
Article
Google Scholar
Plaza V, Cobos A, Ignacio-Garcia J, Molina J, Bergonon S, Garcia-Alonso F, Espinosa C: Cost-effectiveness of an intervention based on the global initiative for asthma (gina) recommendations using a computerized clinical decision support system: a physicians randomized trial. Medicina clínica. 2005, 124 (6): 201-206.
Article
PubMed
Google Scholar
McCowan , I.R.F.W.G.H.G.T.C., Neville RG: Lessons from a randomized controlled trial designed to evaluate computer decision support software to improve the management of asthma. Informatics for Health and Social Care. 2001, 26 (3): 191-201. 10.1080/14639230110067890.
Article
CAS
Google Scholar
Hoeksema LJ, Bazzy-Asaad A, Lomotan EA, Edmonds DE, Ramírez-Garnica G, Shiffman RN, Horwitz LI: Accuracy of a computerized clinical decision-support system for asthma assessment and management. Journal of the American Medical Informatics Association. 2011, 18 (3): 243-250. 10.1136/amiajnl-2010-000063.
Article
PubMed Central
PubMed
Google Scholar
National Asthma Education and Prevention Program: Expert panel report 3 (epr-3): Guidelines for the diagnosis and management of asthma-summary report 2007. J Allergy Clin Immunol. 2007, 120 (5 Suppl): 94-
Wright A, Sittig DF: A framework and model for evaluating clinical decision support architectures. J Biomed Inform. 2008, 41 (6): 982-990. 10.1016/j.jbi.2008.03.009.
Article
PubMed Central
PubMed
Google Scholar
Fox J, Thomson R: Decision support and disease management: a logic engineering approach. 1998, 2 (4): 217-228.
Google Scholar
Peleg M, Tu S, Bury J, Ciccarese P, Fox J, Greenes RA, Hall R, Johnson PD, Jones N, Kumar A, Miksch S, Quaglini S, Seyfang A, Shortliffe EH, Stefanelli M: Comparing computer-interpretable guideline models: a case-study approach. J Am Med Inform Assoc. 2003, 10 (1): 52-68. 10.1197/jamia.M1135.
Article
PubMed Central
PubMed
Google Scholar
Boxwala AA, Peleg M, Tu S, Ogunyemi O, Zeng QT, Wang D, Patel VL, Greenes RA, Shortliffe EH: Glif3: a representation format for sharable computer-interpretable clinical practice guidelines. J Biomed Inform. 2004, 37 (3): 147-161. 10.1016/j.jbi.2004.04.002.
Article
PubMed
Google Scholar
Isern D, Moreno A: Computer-based execution of clinical guidelines: a review. Int J Med Inform. 2008, 77 (12): 787-808. 10.1016/j.ijmedinf.2008.05.010.
Article
PubMed
Google Scholar
Tu SW, Hrabak KM, Campbell JR, Glasgow J, Nyman MA, McClure R, McClay J, Abarbanel R, Mansfield JG, Martins SM, Goldstein MK, Musen MA: Use of Declarative Statements in Creating and Maintaining Computer-interpretable Knowledge Bases for Guideline-based Care. 2006, 784-788.
Google Scholar
Kawamoto K, Lobach DF: Design, implementation, use, and preliminary evaluation of sebastian, a standards-based web service for clinical decision support. AMIA Annual Symposium Proceedings. 2005, American Medical Informatics Association, 2005: 380-
Google Scholar
Fox J, Patkar V, Chronakis I, Begent R: From practice guidelines to clinical decision support: closing the loop. Journal of the Royal Society of Medicine. 2009, 102 (11): 464-473. 10.1258/jrsm.2009.090010.
Article
PubMed Central
PubMed
Google Scholar
Fox J, Glasspool D, Modgil S: A canonical agent model for healthcare applications. Intelligent Systems, IEEE. 2006, 21 (6): 21-28.
Article
Google Scholar
Forgy CL: Rete: A fast algorithm for the many pattern/many object pattern match problem. Artificial intelligence. 1982, 19 (1): 17-37. 10.1016/0004-3702(82)90020-0.
Article
Google Scholar
Bali M: Drools JBoss Rules 5.0: Developer's Guide. 2009, Packt Publishing, Birmingham, United Kingdom
Google Scholar
CLIPS Website: 2013, [accessed August 24, 2014], [http://clipsrules.sourceforge.net/]
JESS Website: 2013, [accessed August 24, 2014], [http://herzberg.ca.sandia.gov/]
Hankinson JL, Odencrantz JR, Fedan KB: Spirometric reference values from a sample of the general u.s. population. Am J Respir Crit Care Med. 1999, 159 (1): 179-187. 10.1164/ajrccm.159.1.9712108.
Article
CAS
PubMed
Google Scholar
Quanjer PH, Stanojevic S, Cole TJ, Baur X, Hall GL, Culver BH, Enright PL, Hankinson JL, Ip MSM, Zheng J, Stocks J, E.R.S.G.L.F.I: Multi-ethnic reference values for spirometry for the 3-95-yr age range: the global lung function 2012 equations. Eur Respir J. 2012, 40 (6): 1324-1343. 10.1183/09031936.00080312.
Article
PubMed Central
PubMed
Google Scholar
Huertas Miguelanez MdlM, Ceccaroni L: A simulation and integration environment for heterogeneous physiology-models. e-Health Networking, Applications Services (Healthcom), 2013 IEEE 15th International Conference On. 2013, 228-232.
Chapter
Google Scholar
Huertas Miguelanez MdlM, Mora D, Cano I, Maier D, Gomez-Cabrero D, Lluch-Ariet M, Miralles F: Simulation Environment and Graphical Visualization Environment: a COPD use-case. BMC Journal of Translational Medicine. 2014, 12 (S2): S7-
Article
Google Scholar
Maier D, Kalus W, Wolff M, Kalko SG, Roca J, Marin de Mas I, Turan N, Cascante M, Falciani F, Hernandez M, Villa-Freixa J, Losko S: Knowledge management for systems biology a general and visually driven framework applied to translational medicine. BMC Syst Biol. 2011, 5: 38-10.1186/1752-0509-5-38.
Article
PubMed Central
PubMed
Google Scholar
Cano I, Tényi A, Schueller C, Wolff M, Huertas Miguelanez MdlM, Gomez-Cabrero D, Antczak P, Roca J, Cascante M, Falicani F, Maier D: The COPD Knowledge Base: enabling data analysis and computational simulation in translational COPD research. BMC Journal of Translational Medicine. 2014, 12 (S2): S6-
Article
Google Scholar
Wagner PD: Determinants of maximal oxygen transport and utilization. Annu Rev Physiol. 1996, 58: 21-50. 10.1146/annurev.ph.58.030196.000321.
Article
CAS
PubMed
Google Scholar
Selivanov VA, Votyakova TV, Zeak JA, Trucco M, Roca J, Cascante M: Bistability of mitochondrial respiration underlies paradoxical reactive oxygen species generation induced by anoxia. PLoS Comput Biol. 2009, 5 (12): 1000619-10.1371/journal.pcbi.1000619.
Article
Google Scholar
Selivanov VA, Votyakova TV, Pivtoraiko VN, Zeak J, Sukhomlin T, Trucco M, Roca J, Cascante M: Reactive oxygen species production by forward and reverse electron fluxes in the mitochondrial respiratory chain. PLoS Comput Biol. 2011, 7 (3): 1001115-10.1371/journal.pcbi.1001115.
Article
Google Scholar
Cano I, Mickael M, Gomez-Cabrero D, Tegner J, Roca J, Wagner PD: Importance of mitochondrial in maximal {O2} transport and utilization: A theoretical analysis. Respiratory Physiology & Neurobiology. 2013, 189 (3): 477-483. 10.1016/j.resp.2013.08.020.
Article
CAS
Google Scholar
Kawamoto K, Del Fiol G, Strasberg HR, Hulse N, Curtis C, Cimino JJ, Rocha BH, Maviglia S, Fry E, Scherpbier HJ, Huser V, Redington PK, Vawdrey DK, Dufour J-C, Price M, Weber JH, White T, Hughes KS, McClay JC, Wood C, Eckert K, Bolte S, Shields D, Tattam PR, Scott P, Liu Z, McIntyre AK: Multi-national, multi-institutional analysis of clinical decision support data needs to inform development of the hl7 virtual medical record standard. AMIA Annu Symp Proc. 2010, 2010: 377-381.
PubMed Central
PubMed
Google Scholar
Gomoi VS, Dragu D, Stoicu-Tivadar V: Virtual medical record implementation for enhancing clinical decision support. Studies in health technology and informatics. 2012, 180: 118-
PubMed
Google Scholar
Fujii T, Dohi T, Fujiwara T: Towards quantitative software reliability assessment in incremental development processes. Proceedings of the 33rd International Conference on Software Engineering. 2011, ACM, 41-50.
Google Scholar
Linkcare: The Integrated Health Care Shared Knowledge Community for Health Care Professionals. 2014, Linkcare, [accessed August 24, 2014], [http://www.linkcare.es/]
Infermed: Arezzo Pathways. 2014, Infermed, [accessed August 24, 2014], [http://www.infermed.com/Clinical-Decision-Support/Overview.aspx]
Jones P, Harding G, Berry P, Wiklund I, Chen W, Leidy NK: Development and first validation of the copd assessment test. European Respiratory Journal. 2009, 34 (3): 648-654. 10.1183/09031936.00102509.
Article
CAS
PubMed
Google Scholar
Mahler D, Wells CK: Evaluation of clinical methods for rating dyspnea. CHEST Journal. 1988, 93 (3): 580-586. 10.1378/chest.93.3.580.
Article
CAS
Google Scholar
Duran-Tauleria E, Forastiere F, Janson C, Roca J, Viegi G, Weinmyer G, Anto J, the IMCA Group: Report on the Respiratory Health of the Elderly Population Living in Catalunya. 2013, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Centre for Research in Environmental Epidemiology (CREAL)
Google Scholar
Holton K, Hill S, Kearney M, Winter R, Moger A: Quality assured diagnostic spirometry (qads)-performance and competence. Am J Respir Crit Care Med. 2013, 187: 2836-
Google Scholar
Soriano JB: The gold rush. Thorax. 2013, 68 (10): 902-903. 10.1136/thoraxjnl-2013-203595.
Article
PubMed
Google Scholar
Burgos F, Melia U, Vallverdú MA, Velickovski F, Lluch-Ariet M, Caminal P, Roca J: Clinical Decision Support System to Enhance Quality Control of Forced Spirometry using Information and Communication Technologies. Journal of Medical Internet Research. 2014
Google Scholar
Kuilboer MM, Van Wijk MA, Mosseveld M, Van Der Does E, Ponsioen BP, De Jongste JC, Overbeek SE, Van Der Lei J: Feasibility of asthmacritic, a decision-support system for asthma and copd which generates patient-specific feedback on routinely recorded data in general practice. Family practice. 2002, 19 (5): 442-447. 10.1093/fampra/19.5.442.
Article
PubMed
Google Scholar
Song B, Wolf K-H, Gietzelt M, Al Scharaa O, Tegtbur U, Haux R, Marschollek M: Decision support for teletraining of copd patients. Pervasive Computing Technologies for Healthcare, 2009. 2009, IEEE, 1-6. PervasiveHealth 2009. 3rd International Conference On
Google Scholar
Rosso R, Munaro G, Salvetti O, Colantonio S, Ciancitto F: Chronious: an open, ubiquitous and adaptive chronic disease management platform for chronic obstructive pulmonary disease (copd), chronic kidney disease (ckd) and renal insufficiency. Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. 2010, IEEE, 6850-6853.
Chapter
Google Scholar
Himes BE, Dai Y, Kohane IS, Weiss ST, Ramoni MF: Prediction of chronic obstructive pulmonary disease (copd) in asthma patients using electronic medical records. Journal of the American Medical Informatics Association. 2009, 16 (3): 371-379. 10.1197/jamia.M2846.
Article
PubMed Central
PubMed
Google Scholar
Jafari S, Arabalibeik H, Agin K: Classification of normal and abnormal respiration patterns using flow volume curve and neural network. Health Informatics and Bioinformatics (HIBIT), 2010 5th International Symposium On. 2010, IEEE, 110-113.
Chapter
Google Scholar
Sahin D, Übeyli ED, Ilbay G, Sahin M, Yasar AB: Diagnosis of airway obstruction or restrictive spirometric patterns by multiclass support vector machines. Journal of medical systems. 2010, 34 (5): 967-973. 10.1007/s10916-009-9312-7.
Article
PubMed
Google Scholar
Stearns MQ, Price C, Spackman KA, Wang AY: Snomed clinical terms: overview of the development process and project status. Proceedings of the AMIA Symposium. 2001, American Medical Informatics Association, 662-
Google Scholar
World Health Organization: International Classification of Diseases (ICD-10): 2014, World Health Organization, [accessed August 24, 2014], [http://apps.who.int/classifications/icd]
Centres for Disease Control and Prevention: Race and Ethnicity Code Set Version 1.0. 2000, Centres for Disease Control and Prevention, [accessed August 24, 2014], [http://www.cdc.gov/nchs/data/dvs/Race_Ethnicity_CodeSet.pdf]
Library of Congress: Codes for the Representation of Names of Languages. 2014, Library of Congress, [accessed August 24, 2014], [http://www.loc.gov/standards/iso639-2/php/code_list.php]