TY - JOUR AU - Papierniak, E. S. AU - Lowenthal, D. T. AU - Harman, E. PY - 2013 DA - 2013// TI - Novel therapies in asthma: leukotriene antagonists, biologic agents, and beyond JO - Am J Ther VL - 20 UR - https://doi.org/10.1097/MJT.0b013e31826915c2 DO - 10.1097/MJT.0b013e31826915c2 ID - Papierniak2013 ER - TY - JOUR AU - Bacharier, L. B. AU - Guilbert, T. W. PY - 2012 DA - 2012// TI - Diagnosis and management of early asthma in preschool-aged children JO - J Allergy Clin Immunol VL - 130 UR - https://doi.org/10.1016/j.jaci.2012.04.025 DO - 10.1016/j.jaci.2012.04.025 ID - Bacharier2012 ER - TY - JOUR AU - Lotvall, J. AU - Akdis, C. A. AU - Bacharier, L. B. AU - Bjermer, L. AU - Casale, T. B. AU - Custovic, A. AU - Lemanske, R. F. AU - Wardlaw, A. J. AU - Wenzel, S. E. AU - Greenberger, P. A. PY - 2011 DA - 2011// TI - Asthma endotypes: a new approach to classification of disease entities within the asthma syndrome JO - J Allergy Clin Immunol VL - 127 UR - https://doi.org/10.1016/j.jaci.2010.11.037 DO - 10.1016/j.jaci.2010.11.037 ID - Lotvall2011 ER - TY - CHAP AU - Sittka, A. AU - Vera, J. AU - Lai, X. AU - Schmeck, B. PY - 2013 DA - 2013// TI - Asthma phenotyping, therapy, and prevention: what can we learn from systems biology? BT - Pediatr Res ID - Sittka2013 ER - TY - JOUR AU - Taylor, P. E. AU - Jacobson, K. W. AU - House, J. M. AU - Glovsky, M. M. PY - 2007 DA - 2007// TI - Links between pollen, atopy and the asthma epidemic JO - International archives of allergy and immunology VL - 144 UR - https://doi.org/10.1159/000103230 DO - 10.1159/000103230 ID - Taylor2007 ER - TY - JOUR AU - Gent, J. F. AU - Belanger, K. AU - Triche, E. W. AU - Bracken, M. B. AU - Beckett, W. S. AU - Leaderer, B. P. PY - 2009 DA - 2009// TI - Association of pediatric asthma severity with exposure to common household dust allergens JO - Environmental research VL - 109 UR - https://doi.org/10.1016/j.envres.2009.04.010 DO - 10.1016/j.envres.2009.04.010 ID - Gent2009 ER - TY - JOUR AU - Wang, J. AU - Calatroni, A. AU - Visness, C. M. AU - Sampson, H. A. PY - 2011 DA - 2011// TI - Correlation of specific IgE to shrimp with cockroach and dust mite exposure and sensitization in an inner-city population JO - J Allergy Clin Immunol VL - 128 UR - https://doi.org/10.1016/j.jaci.2011.07.045 DO - 10.1016/j.jaci.2011.07.045 ID - Wang2011 ER - TY - JOUR AU - Sordillo, J. E. AU - Webb, T. AU - Kwan, D. AU - Kamel, J. AU - Hoffman, E. AU - Milton, D. K. AU - Gold, D. R. PY - 2011 DA - 2011// TI - Allergen exposure modifies the relation of sensitization to fraction of exhaled nitric oxide levels in children at risk for allergy and asthma JO - J Allergy Clin Immunol VL - 127 UR - https://doi.org/10.1016/j.jaci.2011.01.066 DO - 10.1016/j.jaci.2011.01.066 ID - Sordillo2011 ER - TY - JOUR AU - Burrows, B. AU - Martinez, F. D. AU - Halonen, M. AU - Barbee, R. A. AU - Cline, M. G. PY - 1989 DA - 1989// TI - Association of asthma with serum IgE levels and skin-test reactivity to allergens JO - N Engl J Med VL - 320 UR - https://doi.org/10.1056/NEJM198902023200502 DO - 10.1056/NEJM198902023200502 ID - Burrows1989 ER - TY - JOUR AU - Beeh, K. M. AU - Ksoll, M. AU - Buhl, R. PY - 2000 DA - 2000// TI - Elevation of total serum immunoglobulin E is associated with asthma in nonallergic individuals JO - The European respiratory journal : official journal of the European Society for Clinical Respiratory Physiology VL - 16 UR - https://doi.org/10.1034/j.1399-3003.2000.16d07.x DO - 10.1034/j.1399-3003.2000.16d07.x ID - Beeh2000 ER - TY - JOUR AU - Simpson, B. M. AU - Custovic, A. AU - Simpson, A. AU - Hallam, C. L. AU - Walsh, D. AU - Marolia, H. AU - Campbell, J. AU - Woodcock, A. PY - 2001 DA - 2001// TI - NAC Manchester Asthma and Allergy Study (NACMAAS): risk factors for asthma and allergic disorders in adults JO - Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology VL - 31 UR - https://doi.org/10.1046/j.1365-2222.2001.01050.x DO - 10.1046/j.1365-2222.2001.01050.x ID - Simpson2001 ER - TY - JOUR AU - Marinho, S. AU - Simpson, A. AU - Soderstrom, L. AU - Woodcock, A. AU - Ahlstedt, S. AU - Custovic, A. PY - 2007 DA - 2007// TI - Quantification of atopy and the probability of rhinitis in preschool children: a population-based birth cohort study JO - Allergy VL - 62 UR - https://doi.org/10.1111/j.1398-9995.2007.01502.x DO - 10.1111/j.1398-9995.2007.01502.x ID - Marinho2007 ER - TY - JOUR AU - Marinho, S. AU - Simpson, A. AU - Marsden, P. AU - Smith, J. A. AU - Custovic, A. PY - 2011 DA - 2011// TI - Quantification of atopy, lung function and airway hypersensitivity in adults JO - Clinical and translational allergy VL - 1 UR - https://doi.org/10.1186/2045-7022-1-16 DO - 10.1186/2045-7022-1-16 ID - Marinho2011 ER - TY - JOUR AU - Castro-Rodriguez, J. A. AU - Holberg, C. J. AU - Wright, A. L. AU - Martinez, F. D. PY - 2000 DA - 2000// TI - A clinical index to define risk of asthma in young children with recurrent wheezing JO - Am J Respir Crit Care Med VL - 162 UR - https://doi.org/10.1164/ajrccm.162.4.9912111 DO - 10.1164/ajrccm.162.4.9912111 ID - Castro-Rodriguez2000 ER - TY - JOUR AU - Singer, F. AU - Luchsinger, I. AU - Inci, D. AU - Knauer, N. AU - Latzin, P. AU - Wildhaber, J. H. AU - Moeller, A. PY - 2013 DA - 2013// TI - Exhaled nitric oxide in symptomatic children at preschool age predicts later asthma JO - Allergy VL - 68 UR - https://doi.org/10.1111/all.12127 DO - 10.1111/all.12127 ID - Singer2013 ER - TY - CHAP AU - Greenberg, S. PY - 2013 DA - 2013// TI - Asthma exacerbations: predisposing factors and prediction rules BT - Current opinion in allergy and clinical immunology ID - Greenberg2013 ER - TY - JOUR AU - Wadsworth, S. J. AU - Sandford, A. J. PY - 2013 DA - 2013// TI - Personalised medicine and asthma diagnostics/management JO - Current allergy and asthma reports VL - 13 UR - https://doi.org/10.1007/s11882-012-0325-9 DO - 10.1007/s11882-012-0325-9 ID - Wadsworth2013 ER - TY - JOUR AU - Pralong, J. A. AU - Seed, M. J. AU - Yasri, R. AU - Agius, R. M. AU - Cartier, A. AU - Labrecque, M. PY - 2013 DA - 2013// TI - A computer based asthma hazard prediction model and new molecular weight agents in occupational asthma JO - Occupational and environmental medicine VL - 70 UR - https://doi.org/10.1136/oemed-2012-101189 DO - 10.1136/oemed-2012-101189 ID - Pralong2013 ER - TY - JOUR AU - Soyiri, I. N. AU - Reidpath, D. D. PY - 2012 DA - 2012// TI - Semistructured black-box prediction: proposed approach for asthma admissions in London JO - International journal of general medicine VL - 5 UR - https://doi.org/10.2147/IJGM.S34647 DO - 10.2147/IJGM.S34647 ID - Soyiri2012 ER - TY - JOUR AU - Spycher, B. D. AU - Henderson, J. AU - Granell, R. AU - Evans, D. M. AU - Smith, G. D. AU - Timpson, N. J. AU - Sterne, J. A. PY - 2012 DA - 2012// TI - Genome-wide prediction of childhood asthma and related phenotypes in a longitudinal birth cohort JO - J Allergy Clin Immunol VL - 130 UR - https://doi.org/10.1016/j.jaci.2012.06.002 DO - 10.1016/j.jaci.2012.06.002 ID - Spycher2012 ER - TY - JOUR AU - Savenije, O. E. AU - Kerkhof, M. AU - Koppelman, G. H. AU - Postma, D. S. PY - 2012 DA - 2012// TI - Predicting who will have asthma at school age among preschool children JO - J Allergy Clin Immunol VL - 130 UR - https://doi.org/10.1016/j.jaci.2012.05.007 DO - 10.1016/j.jaci.2012.05.007 ID - Savenije2012 ER - TY - JOUR AU - Vial Dupuy, A. AU - Amat, F. AU - Pereira, B. AU - Labbe, A. AU - Just, J. PY - 2011 DA - 2011// TI - A simple tool to identify infants at high risk of mild to severe childhood asthma: the persistent asthma predictive score JO - The Journal of asthma : official journal of the Association for the Care of Asthma VL - 48 UR - https://doi.org/10.3109/02770903.2011.626481 DO - 10.3109/02770903.2011.626481 ID - Vial Dupuy2011 ER - TY - JOUR AU - Chatzimichail, E. AU - Paraskakis, E. AU - Sitzimi, M. AU - Rigas, A. PY - 2013 DA - 2013// TI - An intelligent system approach for asthma prediction in symptomatic preschool children JO - Computational and mathematical methods in medicine VL - 2013 UR - https://doi.org/10.1155/2013/240182 DO - 10.1155/2013/240182 ID - Chatzimichail2013 ER - TY - JOUR AU - Marinho, S. AU - Custovic, A. AU - Marsden, P. AU - Smith, J. A. AU - Simpson, A. PY - 2012 DA - 2012// TI - 17q12-21 variants are associated with asthma and interact with active smoking in an adult population from the United Kingdom JO - Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology VL - 108 UR - https://doi.org/10.1016/j.anai.2012.03.002 DO - 10.1016/j.anai.2012.03.002 ID - Marinho2012 ER - TY - JOUR AU - Custovic, A. AU - Simpson, B. M. AU - Murray, C. S. AU - Lowe, L. AU - Woodcock, A. AU - Asthma, N. A. C. M. AU - Allergy Study, G. PY - 2002 DA - 2002// TI - The National Asthma Campaign Manchester Asthma and Allergy Study JO - Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology VL - 13 UR - https://doi.org/10.1034/j.1399-3038.13.s.15.3.x DO - 10.1034/j.1399-3038.13.s.15.3.x ID - Custovic2002 ER - TY - JOUR AU - Langley, S. J. AU - Goldthorpe, S. AU - Craven, M. AU - Morris, J. AU - Woodcock, A. AU - Custovic, A. PY - 2003 DA - 2003// TI - Exposure and sensitization to indoor allergens: association with lung function, bronchial reactivity, and exhaled nitric oxide measures in asthma JO - J Allergy Clin Immunol VL - 112 UR - https://doi.org/10.1067/mai.2003.1654 DO - 10.1067/mai.2003.1654 ID - Langley2003 ER - TY - JOUR AU - Langley, S. J. AU - Goldthorpe, S. AU - Custovic, A. AU - Woodcock, A. PY - 2003 DA - 2003// TI - Relationship among pulmonary function, bronchial reactivity, and exhaled nitric oxide in a large group of asthmatic patients JO - Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology VL - 91 UR - https://doi.org/10.1016/S1081-1206(10)61688-2 DO - 10.1016/S1081-1206(10)61688-2 ID - Langley2003 ER - TY - JOUR AU - Kidon, M. I. AU - Chiang, W. C. AU - Liew, W. K. AU - Ong, T. C. AU - Tiong, Y. S. AU - Wong, K. N. AU - Angus, A. C. AU - Ong, S. T. AU - Gao, Y. F. AU - Reginald, K. PY - 2011 DA - 2011// TI - Mite component-specific IgE repertoire and phenotypes of allergic disease in childhood: the tropical perspective JO - Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology VL - 22 UR - https://doi.org/10.1111/j.1399-3038.2010.01094.x DO - 10.1111/j.1399-3038.2010.01094.x ID - Kidon2011 ER - TY - JOUR AU - de Marco, R. AU - Marcon, A. AU - Jarvis, D. AU - Accordini, S. AU - Almar, E. AU - Bugiani, M. AU - Carolei, A. AU - Cazzoletti, L. AU - Corsico, A. AU - Gislason, D. PY - 2006 DA - 2006// TI - Prognostic factors of asthma severity: a 9-year international prospective cohort study JO - J Allergy Clin Immunol VL - 117 UR - https://doi.org/10.1016/j.jaci.2006.03.019 DO - 10.1016/j.jaci.2006.03.019 ID - de Marco2006 ER - TY - JOUR AU - Siroux, V. AU - Boudier, A. AU - Anto, J. M. AU - Cazzoletti, L. AU - Accordini, S. AU - Alonso, J. AU - Cerveri, I. AU - Corsico, A. AU - Gulsvik, A. AU - Jarvis, D. PY - 2008 DA - 2008// TI - Quality-of-life and asthma-severity in general population asthmatics: results of the ECRHS II study JO - Allergy VL - 63 UR - https://doi.org/10.1111/j.1398-9995.2008.01638.x DO - 10.1111/j.1398-9995.2008.01638.x ID - Siroux2008 ER - TY - JOUR AU - Pekkanen, J. AU - Sunyer, J. AU - Anto, J. M. AU - Burney, P. PY - 2005 DA - 2005// TI - Operational definitions of asthma in studies on its aetiology JO - The European respiratory journal : official journal of the European Society for Clinical Respiratory Physiology VL - 26 UR - https://doi.org/10.1183/09031936.05.00120104 DO - 10.1183/09031936.05.00120104 ID - Pekkanen2005 ER - TY - JOUR AU - Barrett, J. C. AU - Fry, B. AU - Maller, J. AU - Daly, M. J. PY - 2005 DA - 2005// TI - Haploview: analysis and visualization of LD and haplotype maps JO - Bioinformatics VL - 21 UR - https://doi.org/10.1093/bioinformatics/bth457 DO - 10.1093/bioinformatics/bth457 ID - Barrett2005 ER - TY - JOUR AU - Gabriel, S. B. AU - Schaffner, S. F. AU - Nguyen, H. AU - Moore, J. M. AU - Roy, J. AU - Blumenstiel, B. AU - Higgins, J. AU - DeFelice, M. AU - Lochner, A. AU - Faggart, M. PY - 2002 DA - 2002// TI - The structure of haplotype blocks in the human genome JO - Science VL - 296 UR - https://doi.org/10.1126/science.1069424 DO - 10.1126/science.1069424 ID - Gabriel2002 ER - TY - JOUR AU - Landwehr, N. AU - Hall, M. AU - Frank, E. PY - 2005 DA - 2005// TI - Logistic model trees JO - Mach Learn VL - 59 UR - https://doi.org/10.1007/s10994-005-0466-3 DO - 10.1007/s10994-005-0466-3 ID - Landwehr2005 ER - TY - BOOK AU - Venables, W. N. AU - Ripley, B. D. PY - 2002 DA - 2002// TI - Modern Applied Statistics with S UR - https://doi.org/10.1007/978-0-387-21706-2 DO - 10.1007/978-0-387-21706-2 ID - Venables2002 ER - TY - CHAP AU - Breiman, L. AU - Friedman, J. AU - Stone, C. AU - Olshen, R. A. PY - 1984 DA - 1984// BT - Classification and Regression Trees ID - Breiman1984 ER - TY - JOUR AU - Breiman, L. PY - 2001 DA - 2001// TI - Random forests JO - Mach Learn VL - 45 UR - https://doi.org/10.1023/A:1010933404324 DO - 10.1023/A:1010933404324 ID - Breiman2001 ER - TY - JOUR AU - Freund, Y. AU - Schapire, R. E. PY - 1997 DA - 1997// TI - A decision-theoretic generalization of on-line learning and an application to boosting JO - J Comput Syst Sci VL - 55 UR - https://doi.org/10.1006/jcss.1997.1504 DO - 10.1006/jcss.1997.1504 ID - Freund1997 ER - TY - CHAP AU - Hastie, T. AU - Tibshirani, R. AU - Friedman, J. H. PY - 2009 DA - 2009// BT - The elements of statistical learning : data mining, inference, and prediction PB - Springer CY - New York, NY UR - https://doi.org/10.1007/978-0-387-84858-7 DO - 10.1007/978-0-387-84858-7 ID - Hastie2009 ER - TY - JOUR AU - Nadeau, C. AU - Bengio, Y. PY - 2003 DA - 2003// TI - Inference for the Generalization Error JO - Mach Learn VL - 52 UR - https://doi.org/10.1023/A:1024068626366 DO - 10.1023/A:1024068626366 ID - Nadeau2003 ER - TY - JOUR AU - Garcia, S. AU - Herrera, F. PY - 2008 DA - 2008// TI - An Extension on "Statistical Comparisons of Classifiers over Multiple Data Sets" for all Pairwise Comparisons JO - J Mach Learn Res VL - 9 ID - Garcia2008 ER - TY - JOUR AU - Altmann, A. AU - Tolosi, L. AU - Sander, O. AU - Lengauer, T. PY - 2010 DA - 2010// TI - Permutation importance: a corrected feature importance measure JO - Bioinformatics VL - 26 UR - https://doi.org/10.1093/bioinformatics/btq134 DO - 10.1093/bioinformatics/btq134 ID - Altmann2010 ER - TY - JOUR AU - Nicodemus, K. K. AU - Malley, J. D. AU - Strobl, C. AU - Ziegler, A. PY - 2010 DA - 2010// TI - The behaviour of random forest permutation-based variable importance measures under predictor correlation JO - BMC Bioinformatics VL - 11 UR - https://doi.org/10.1186/1471-2105-11-110 DO - 10.1186/1471-2105-11-110 ID - Nicodemus2010 ER - TY - JOUR AU - Strobl, C. AU - Boulesteix, A. L. AU - Zeileis, A. AU - Hothorn, T. PY - 2007 DA - 2007// TI - Bias in random forest variable importance measures: illustrations, sources and a solution JO - BMC Bioinformatics VL - 8 UR - https://doi.org/10.1186/1471-2105-8-25 DO - 10.1186/1471-2105-8-25 ID - Strobl2007 ER - TY - JOUR AU - Heitmann, B. L. AU - Anhoj, J. AU - Bisgaard, A. M. AU - Ward, L. AU - Bisgaard, H. PY - 2004 DA - 2004// TI - Changes in body water distribution during treatment with inhaled steroid in pre-school children JO - Annals of human biology VL - 31 UR - https://doi.org/10.1080/0301446042000208286 DO - 10.1080/0301446042000208286 ID - Heitmann2004 ER - TY - JOUR AU - Nyren, M. AU - Hagstromer, L. AU - Emtestam, L. PY - 1999 DA - 1999// TI - On assessment of skin reactivity using electrical impedance JO - Ann Ny Acad Sci VL - 873 UR - https://doi.org/10.1111/j.1749-6632.1999.tb09469.x DO - 10.1111/j.1749-6632.1999.tb09469.x ID - Nyren1999 ER - TY - JOUR AU - Nemoto-Hasebe, I. AU - Akiyama, M. AU - Nomura, T. AU - Sandilands, A. AU - McLean, W. H. I. AU - Shimizu, H. PY - 2009 DA - 2009// TI - Clinical Severity Correlates with Impaired Barrier in Filaggrin-Related Eczema JO - J Invest Dermatol VL - 129 UR - https://doi.org/10.1038/jid.2008.280 DO - 10.1038/jid.2008.280 ID - Nemoto-Hasebe2009 ER -