Doctorlingo serves two purposes. The first is to provide a centralized resource for the thousands of acronyms, jargon, and difficult to understand language from medicine. As medical records become more and more open, Doctorlingo provides an open JSON API that allows programmers to develop applications for automated text translation from Medical language to plan English.