This book explains how analysis of the heterogeneity of chronic obstructive pulmonary disease copd enhances understanding of the condition and leads to improved personalized treatment state of the art knowledge is presented on a range of issues related to the heterogeneity of copd such as phenotypes clinical physiologic radiologic etc genotypes and the tools to be used for dissecting heterogeneity ct mri biomarkers etc especially modern radiologic imaging holds promise in . This book explains how analysis of the heterogeneity of chronic obstructive pulmonary disease copd enhances understanding of the condition and leads to improved personalized treatment state of the art knowledge is presented on a range of issues related to the heterogeneity of copd such as phenotypes clinical physiologic radiologic etc genotypes and the tools to be used for dissecting heterogeneity ct mri biomarkers etc especially modern radiologic imaging holds promise in . This book explains how analysis of the heterogeneity of chronic obstructive pulmonary disease copd enhances understanding of the condition and leads to improved personalized treatment state of the art knowledge is presented on a range of issues related to the heterogeneity of copd such as phenotypes clinical physiologic radiologic etc genotypes and the tools to be used for . Download citation copd heterogeneity and personalized treatment this book explains how analysis of the heterogeneity of chronic obstructive pulmonary disease copd enhances understanding of