Back

Query Combinators: Domain Specific Query Languages for Medical Research

Evans, C.; Simonov, K.

2019-08-16 bioinformatics
10.1101/737619 bioRxiv
Show abstract

A new way to conceptualize computations, Query Combinators, can be used to create a data processing environment shared among the entire medical research team. For a given research context, a domain specific query language can be created that represents data sources, analysis methods, and integrative domain knowlege. Research questions can then have an intuitive, high-level form that can be reasoned about and discussed.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.