The aim of the article is to present the results of bibliometric analyzes of scientific papers on the quality management of medical services published in 2001–2017 and indexed in the Scopus database. The analysis uses basic techniques of bibliometric analysis with the technical support of VOSviewer software. The publication proposes an original procedure for analyzing the literature on the subject. The results of the study allowed to determine the trends in the number of publications from 2010 to 2017. At the same time, an analysis of areas of science was presented, in which issues related to the management of the quality of medical services were analyzed, as well as citation of main authors and research centers. The whole analysis concerning the topic of quality management of medical services and bibliometric analysis of scientific works on the concepts and interrelations studied has identified the main six clusters that related to the management of quality of medical services ranging from broadly understood changes in healthcare organizations, internal quality management factors, development issues and education, regulation and standardization of the concept of quality improvement, and technological aspects of quality management in medical services. It seems, therefore, that the conducted studies can be considered as a specific guide for those interested in risk and uncertainty, despite the fact that they are not free of restrictions, for example, due to the narrowing of the time or criteria concerning the types of documents examined. In this context, the analyzes carried out give a wide range of opportunities to propose new research ideas on the above issues in contemporary organizations.