TY - BOOK AU - Borlaug, B. A. PY - 2019 DA - 2019// TI - Clinical manifestations and diagnosis of heart failure with preserved ejection fraction PB - Wolters Kluwer Health CY - Alphen aan den Rijn ID - Borlaug2019 ER - TY - JOUR AU - Shah, S. J. AU - Kitzman, D. W. AU - Borlaug, B. A. AU - Heerebeek, L. AU - Zile, M. R. AU - Kass, D. A. PY - 2016 DA - 2016// TI - Phenotype-specific treatment of heart failure with preserved ejection fraction: a multiorgan roadmap JO - Circulation. VL - 134 UR - https://doi.org/10.1161/CIRCULATIONAHA.116.021884 DO - 10.1161/CIRCULATIONAHA.116.021884 ID - Shah2016 ER - TY - JOUR AU - Paulus, W. J. AU - Tschope, C. PY - 2013 DA - 2013// TI - A novel paradigm for heart failure with preserved ejection fraction: comorbidities drive myocardial dysfunction and remodeling through coronary microvascular endothelial inflammation JO - J Am Coll Cardiol VL - 62 UR - https://doi.org/10.1016/j.jacc.2013.02.092 DO - 10.1016/j.jacc.2013.02.092 ID - Paulus2013 ER - TY - JOUR AU - Luo, Y. AU - Ahmad, F. S. AU - Shah, S. J. PY - 2017 DA - 2017// TI - Tensor factorization for precision medicine in heart failure with preserved ejection fraction JO - J Cardiovasc Transl Res VL - 10 UR - https://doi.org/10.1007/s12265-016-9727-8 DO - 10.1007/s12265-016-9727-8 ID - Luo2017 ER - TY - JOUR AU - Poppe, K. K. AU - Doughty, R. N. PY - 2014 DA - 2014// TI - Outcomes in patients with heart failure with preserved ejection fraction JO - Heart Fail Clin VL - 10 UR - https://doi.org/10.1016/j.hfc.2014.04.012 DO - 10.1016/j.hfc.2014.04.012 ID - Poppe2014 ER - TY - JOUR AU - Lekavich, C. L. AU - Barksdale, D. J. AU - Neelon, V. AU - Wu, J. R. PY - 2015 DA - 2015// TI - Heart failure preserved ejection fraction (HFpEF): an integrated and strategic review JO - Heart Fail Rev VL - 20 UR - https://doi.org/10.1007/s10741-015-9506-7 DO - 10.1007/s10741-015-9506-7 ID - Lekavich2015 ER - TY - JOUR AU - Shah, S. J. AU - Katz, D. H. AU - Selvaraj, S. AU - Burke, M. A. AU - Yancy, C. W. AU - Gheorghiade, M. PY - 2015 DA - 2015// TI - Phenomapping for novel classification of heart failure with preserved ejection fraction JO - Circulation. VL - 131 UR - https://doi.org/10.1161/CIRCULATIONAHA.114.010637 DO - 10.1161/CIRCULATIONAHA.114.010637 ID - Shah2015 ER - TY - JOUR AU - Kao, D. P. AU - Lewsey, J. D. AU - Anand, I. S. AU - Massie, B. M. AU - Zile, M. R. AU - Carson, P. E. PY - 2015 DA - 2015// TI - Characterization of subgroups of heart failure patients with preserved ejection fraction with possible implications for prognosis and treatment response JO - Eur J Heart Fail VL - 17 UR - https://doi.org/10.1002/ejhf.327 DO - 10.1002/ejhf.327 ID - Kao2015 ER - TY - JOUR AU - Katz, D. H. AU - Deo, R. C. AU - Aguilar, F. G. AU - Selvaraj, S. AU - Martinez, E. E. AU - Beussink-Nelson, L. PY - 2017 DA - 2017// TI - Phenomapping for the identification of hypertensive patients with the myocardial substrate for heart failure with preserved ejection fraction JO - J Cardiovasc Transl Res VL - 10 UR - https://doi.org/10.1007/s12265-017-9739-z DO - 10.1007/s12265-017-9739-z ID - Katz2017 ER - TY - JOUR AU - Ahmad, T. AU - Lund, L. H. AU - Rao, P. AU - Ghosh, R. AU - Warier, P. AU - Vaccaro, B. PY - 2018 DA - 2018// TI - Machine learning methods improve prognostication, identify clinically distinct phenotypes, and detect heterogeneity in response to therapy in a large cohort of heart failure patients JO - J Am Heart Assoc VL - 7 ID - Ahmad2018 ER - TY - JOUR AU - Horiuchi, Y. AU - Tanimoto, S. AU - Latif, A. AU - Urayama, K. Y. AU - Aoki, J. AU - Yahagi, K. PY - 2018 DA - 2018// TI - Identifying novel phenotypes of acute heart failure using cluster analysis of clinical variables JO - Int J Cardiol VL - 262 UR - https://doi.org/10.1016/j.ijcard.2018.03.098 DO - 10.1016/j.ijcard.2018.03.098 ID - Horiuchi2018 ER - TY - BOOK AU - Shalev-Shwartz, S. AU - Ben-David, S. PY - 2014 DA - 2014// TI - Understanding machine learning: from theory to algorithms: Cambridge university press UR - https://doi.org/10.1017/CBO9781107298019 DO - 10.1017/CBO9781107298019 ID - Shalev-Shwartz2014 ER - TY - JOUR AU - Karagodin, I. AU - Aba-Omer, O. AU - Sparapani, R. AU - Strande, J. L. 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