TY - JOUR AU - Anderson, G. AU - Horvath, J. PY - 2004 DA - 2004// TI - The growing burden of chronic disease in America JO - Public Health Rep VL - 119 UR - https://doi.org/10.1016/j.phr.2004.04.005 DO - 10.1016/j.phr.2004.04.005 ID - Anderson2004 ER - TY - JOUR AU - Kearney, P. M. PY - 2005 DA - 2005// TI - Global burden of hypertension: analysis of worldwide data JO - The Lancet VL - 365 UR - https://doi.org/10.1016/S0140-6736(05)17741-1 DO - 10.1016/S0140-6736(05)17741-1 ID - Kearney2005 ER - TY - STD TI - Aguiree F, Brown A, Cho NH, Dahlquist G, Dodd S, Dunning T, Hirst M, Hwang C, Magliano D, Patterson C, et al.IDF diabetes atlas: International Diabetes Federation; 2013. ID - ref3 ER - TY - JOUR AU - Landsberg, L. AU - Molitch, M. PY - 2004 DA - 2004// TI - Diabetes and hypertension: pathogenesis, prevention and treatment JO - Clin Exp Hypertens VL - 26 UR - https://doi.org/10.1081/CEH-200031945 DO - 10.1081/CEH-200031945 ID - Landsberg2004 ER - TY - JOUR AU - Cheung, B. M. AU - Li, C. PY - 2012 DA - 2012// TI - Diabetes and hypertension: is there a common metabolic pathway? JO - Curr Atheroscler Rep VL - 14 UR - https://doi.org/10.1007/s11883-012-0227-2 DO - 10.1007/s11883-012-0227-2 ID - Cheung2012 ER - TY - JOUR AU - Karnes, J. H. AU - Cooper-DeHoff, R. M. PY - 2009 DA - 2009// TI - Antihypertensive medications: benefits of blood pressure lowering and hazards of metabolic effects JO - Expert Rev Cardiovasc Ther VL - 7 UR - https://doi.org/10.1586/erc.09.31 DO - 10.1586/erc.09.31 ID - Karnes2009 ER - TY - JOUR AU - Smith, S. AU - Holohan, J. AU - McAuliffe, A. AU - Firth, R. PY - 2003 DA - 2003// TI - Irish diabetes detection programme in general practice JO - Diabet Med VL - 20 UR - https://doi.org/10.1046/j.1464-5491.2003.00998.x DO - 10.1046/j.1464-5491.2003.00998.x ID - Smith2003 ER - TY - JOUR AU - Greaves, C. PY - 2004 DA - 2004// TI - A simple pragmatic system for detecting new cases of type 2 diabetes and impaired fasting glycaemia in primary care JO - Fam Pract VL - 21 UR - https://doi.org/10.1093/fampra/cmh113 DO - 10.1093/fampra/cmh113 ID - Greaves2004 ER - TY - JOUR AU - Woolthuis, K. PY - 2007 DA - 2007// TI - Identifying people at risk for undiagnosed type 2 diabetes using the gp’s electronic medical record JO - Fam Pract VL - 24 UR - https://doi.org/10.1093/fampra/cmm018 DO - 10.1093/fampra/cmm018 ID - Woolthuis2007 ER - TY - STD TI - Averill RF, Goldfield NI, Eisenhandler J, Hughes JS, Shafir BV, Gannon DE, Gregg LW, Bagadia F, Steinbeck B, Ranade N, et al.Development and evaluation of clinical risk groups (CRGs). 1999. ID - ref10 ER - TY - JOUR AU - Hughes, J. S. PY - 2004 DA - 2004// TI - Clinical Risk Groups (CRGs): a classification system for risk-adjusted capitation-based payment and health care management JO - Med Care VL - 42 UR - https://doi.org/10.1097/01.mlr.0000102367.93252.70 DO - 10.1097/01.mlr.0000102367.93252.70 ID - Hughes2004 ER - TY - CHAP AU - Fernández-Sánchez, J. PY - 2017 DA - 2017// TI - Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes BT - Proc. 4th Int. Conf. on Physiological Computing Systems - Vol. 1 PB - SciTePress CY - Mostoles ID - Fernández-Sánchez2017 ER - TY - CHAP AU - Soguero-Ruiz, C. AU - Díaz-Plaza, A. A. AU - de Miguel Bohoyo, P. AU - Ramos-López, J. AU - Rubio-Sánchez, M. AU - Sánchez, A. AU - Mora-Jiménez, I. PY - 2018 DA - 2018// TI - On the use of decision trees based on diagnosis and drug codes for analyzing chronic patients BT - International Conference on Bioinformatics and Biomedical Engineering PB - Springer CY - Switzerland ID - Soguero-Ruiz2018 ER - TY - BOOK AU - Quinlan, J. PY - 2014 DA - 2014// TI - C4.5. Programs for Machine Learning PB - Morgan Kaufmann CY - San Francisco ID - Quinlan2014 ER - TY - CHAP AU - Kandogan, E. PY - 2000 DA - 2000// TI - Star coordinates: A multi-dimensional visualization technique with uniform treatment of dimensions BT - Proceedings of the IEEE Information Visualization Symposium, Late Breaking Hot Topics PB - IEEE Computer Society CY - New Yersey ID - Kandogan2000 ER - TY - CHAP AU - Kandogan, E. PY - 2001 DA - 2001// TI - Visualizing multi-dimensional clusters, trends, and outliers using star coordinates BT - Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD’01 PB - ACM CY - New York ID - Kandogan2001 ER - TY - JOUR AU - Draper, G. M. AU - Livnat, Y. AU - Riesenfeld, R. F. PY - 2009 DA - 2009// TI - A survey of radial methods for information visualization JO - IEEE Trans Vis Comput Graph VL - 15 UR - https://doi.org/10.1109/TVCG.2009.23 DO - 10.1109/TVCG.2009.23 ID - Draper2009 ER - TY - JOUR AU - Diehl, S. AU - Beck, F. AU - Burch, M. PY - 2010 DA - 2010// TI - Uncovering strengths and weaknesses of radial visualizations—an empirical approach JO - IEEE Trans Vis Comput Graph VL - 16 UR - https://doi.org/10.1109/TVCG.2010.209 DO - 10.1109/TVCG.2010.209 ID - Diehl2010 ER - TY - JOUR AU - Rubio-Sánchez, M. AU - Sanchez, A. AU - Lehmann, D. J. PY - 2017 DA - 2017// TI - Adaptable radial axes plots for improved multivariate data visualization JO - Comput Graph Forum VL - 36 UR - https://doi.org/10.1111/cgf.13196 DO - 10.1111/cgf.13196 ID - Rubio-Sánchez2017 ER - TY - JOUR AU - Rubio-Sánchez, M. AU - Sanchez, A. PY - 2014 DA - 2014// TI - Axis calibration for improving data attribute estimation in star coordinates plots JO - IEEE Trans Vis Comput Graph VL - 20 UR - https://doi.org/10.1109/TVCG.2014.2346258 DO - 10.1109/TVCG.2014.2346258 ID - Rubio-Sánchez2014 ER - TY - JOUR AU - Rubio-Sánchez, M. AU - Raya, L. AU - Díaz, F. AU - Sanchez, A. PY - 2016 DA - 2016// TI - A comparative study between radviz and star coordinates JO - IEEE Trans Vis Comput Graph VL - 22 UR - https://doi.org/10.1109/TVCG.2015.2467324 DO - 10.1109/TVCG.2015.2467324 ID - Rubio-Sánchez2016 ER - TY - JOUR AU - Wang, Y. AU - Li, J. AU - Nie, F. AU - Theisel, H. AU - Gong, M. AU - Lehmann, D. J. PY - 2017 DA - 2017// TI - Linear discriminative star coordinates for exploring class and cluster separation of high dimensional data JO - Comput Graph Forum VL - 36 UR - https://doi.org/10.1111/cgf.13197 DO - 10.1111/cgf.13197 ID - Wang2017 ER - TY - BOOK AU - McLachlan, G. J. PY - 2004 DA - 2004// TI - Discriminant Analysis and Statistical Pattern Recognition. Wiley series in probability and mathematical statistics. Probability and mathematical statistics PB - Sons CY - New Jersey ID - McLachlan2004 ER - TY - JOUR AU - Guyon, I. AU - Elisseeff, A. PY - 2003 DA - 2003// TI - An introduction to variable and feature selection JO - J Mach Learn Res VL - 3 ID - Guyon2003 ER - TY - JOUR AU - Sheikhpour, R. AU - Sarram, M. A. AU - Gharaghani, S. AU - Chahooki, M. A. PY - 2017 DA - 2017// TI - A survey on semi-supervised feature selection methods JO - Pattern Recog VL - 64 UR - https://doi.org/10.1016/j.patcog.2016.11.003 DO - 10.1016/j.patcog.2016.11.003 ID - Sheikhpour2017 ER - TY - JOUR AU - Sanchez, A. AU - Soguero-Ruiz, C. AU - Mora-Jiménez, I. AU - Rivas-Flores, F. J. AU - Lehmann, D. J. AU - Rubio-Sánchez, M. PY - 2018 DA - 2018// TI - Scaled radial axes for interactive visual feature selection: A case study for analyzing chronic conditions JO - Expert Syst Appl VL - 100 UR - https://doi.org/10.1016/j.eswa.2018.01.054 DO - 10.1016/j.eswa.2018.01.054 ID - Sanchez2018 ER - TY - STD TI - World Health Organization (WHO and others). Collaborating Centre for Drug Statistics Methodology, Guidelines for ATC classification and DDD assignment. WHO Collaborating Centre for Drug Statistics Methodology Vol: Norway, Norwegian Institute of Public Health, Oslo; 2015. ID - ref27 ER - TY - STD TI - Centers for Disease Control and Prevention. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM). 2011. http://www.cdc.gov/nchs/icd/icd9cm.htm. Accessed Mar 2018. UR - http://www.cdc.gov/nchs/icd/icd9cm.htm ID - ref28 ER - TY - CHAP AU - Rauber, T. AU - Steiger-Garção, A. PY - 1993 DA - 1993// TI - Feature selection of categorical attributes based on contingency table analysis BT - Proceedings of the 5th Portuguese Conference on Pattern Recognition PB - The Portuguese Association for Pattern Recognition CY - Porto ID - Rauber1993 ER - TY - BOOK AU - Ripley, B. D. PY - 1996 DA - 1996// TI - Pattern Recognition and Neural Networks PB - Cambridge University Press CY - Cambridge UR - https://doi.org/10.1017/CBO9780511812651 DO - 10.1017/CBO9780511812651 ID - Ripley1996 ER - TY - JOUR AU - Ferri, C. AU - Hernández-Orallo, J. AU - Modroiu, R. PY - 2009 DA - 2009// TI - An experimental comparison of performance measures for classification JO - Pattern Recogn Lett VL - 30 UR - https://doi.org/10.1016/j.patrec.2008.08.010 DO - 10.1016/j.patrec.2008.08.010 ID - Ferri2009 ER - TY - BOOK AU - Dua, S. AU - Acharya, U. R. AU - Dua, P. PY - 2014 DA - 2014// TI - Machine Learning in Healthcare Informatics, vol. 56 PB - Springer CY - The Netherlands UR - https://doi.org/10.1007/978-3-642-40017-9 DO - 10.1007/978-3-642-40017-9 ID - Dua2014 ER - TY - JOUR AU - Jensen, K. AU - Soguero-Ruiz, C. AU - Mikalsen, K. O. AU - Lindsetmo, R. -. O. AU - Kouskoumvekaki, I. AU - Girolami, M. AU - Skrovseth, S. O. AU - Augestad, K. M. PY - 2017 DA - 2017// TI - Analysis of free text in electronic health records for identification of cancer patient trajectories JO - Sci Rep VL - 7 UR - https://doi.org/10.1038/srep46226 DO - 10.1038/srep46226 ID - Jensen2017 ER - TY - JOUR AU - Kapur, V. K. AU - Redline, S. AU - Nieto, F. J. AU - Young, T. B. AU - Newman, A. B. AU - Henderson, J. A. PY - 2002 DA - 2002// TI - The relationship between chronically disrupted sleep and healthcare use JO - Sleep VL - 25 ID - Kapur2002 ER - TY - STD TI - Montes J, Sánchez A, Valdés JJ, Pérez MS, Herrero P. The grid as a single entity: Towards a behavior model of the whole grid. In: On the Move to Meaningful Internet Systems: OTM 2008: 2008. p. 886–97. https://doi.org/10.1007/978-3-540-88871-0_62. ID - ref35 ER - TY - JOUR AU - Montes, J. AU - Sánchez, A. AU - Valdés, J. J. AU - Pérez, M. S. AU - Herrero, P. PY - 2010 DA - 2010// TI - Finding order in chaos: a behavior model of the whole grid JO - Concurr Comput Pract Exp VL - 22 ID - Montes2010 ER - TY - STD TI - Quinlan JR. Induction of decision trees. Mach Learn. 1986:81–106. https://doi.org/10.1007/BF00116251. ID - ref37 ER - TY - BOOK AU - Breiman, L. AU - Friedman, J. AU - Olshen, R. AU - Stone, C. PY - 1993 DA - 1993// TI - Classification and Regression Trees PB - Hall CY - New York ID - Breiman1993 ER - TY - JOUR AU - Smith, U. AU - Gudbjörnsdottir, S. AU - Landin, K. PY - 1991 DA - 1991// TI - Hypertension as a metabolic disorder–an overview JO - J Intern Med Suppl VL - 735 ID - Smith1991 ER - TY - JOUR AU - Eivazi, M. AU - Abadi, L. PY - 2012 DA - 2012// TI - Low back pain in diabetes mellitus and importance of preventive approach JO - Health Promot Perspect VL - 2 ID - Eivazi2012 ER - TY - STD TI - Farley JF, Hansen RA, Kristina S, Maciejewski ML. Antipsychotic adherence and its correlation to health outcomes for chronic comorbid conditions. Prim Care Companion CNS Disord. 2012; 14(3). https://doi.org/10.4088/pcc.11m01324. ID - ref41 ER - TY - JOUR AU - Hopman, W. AU - Harrison, M. AU - Coo, H. AU - Friedberg, E. AU - Buchanan, M. AU - VanDenKerkhof, E. PY - 2009 DA - 2009// TI - Associations between chronic disease, age and physical and mental health status JO - Chronic Dis Can VL - 29 ID - Hopman2009 ER -