To construct a more comprehensive and accurate literature dataset that contains citation data for evaluation of the medical field, characteristics of the literatures are compared between PubMed database and SCIE database commonly used in medical science and technology evaluation. Correlation between the two databases is established by DOI. DOI-based literature dataset for evaluation of the medical field is constructed. The effect in medical science and technology evaluation is evaluated with the neoplastic stem cells as an example.