Sentence examples for heterogeneous documents from inspiring English sources

These data are kept in separate heterogeneous documents and stored in independent files or databases.

ISODAC indexes heterogeneous documents up to 10.6x faster than other widely adopted solutions, such as Apache Spark.

Integrated search portals on the Internet are able to simultaneously search in multiple and heterogeneous document collections containing millions of documents.

Our method achieved classification rates of 99.04% and 98.30% on the Kondate (written in Japanese) and IAMonDo (written in English) heterogeneous document databases.

However, most systems referenced in this review paper used only one or two specific document types, such as pathology reports and discharge summaries, and only three systems evaluated performance across a more heterogeneous document corpus (Table 1).

Even though discharge summaries are more likely to have more sensitive PHI elements, it is difficult to draw conclusions as to the accuracy and generalizability of methods with more heterogeneous document sources and less prevalent PHI elements.

Though many systems report promising performance on a specific document corpus used for their evaluation, these systems should be tested on a more heterogeneous document set to assess generalizability across clinical documents, various EHR systems, and de-identification of all identifiers specified by HIPAA.

Secondly, an approach to extract and represent semantic information for heterogeneous multimedia documents is proposed.

We experiment on a dataset of 3000 heterogeneous clinical documents to evaluate the annotation cost and the de-identification performance.

Such an approach simplifies the work of both primary and secondary care practitioners as it reduces the need to navigate diverse and complex referral protocols for the former while reducing the effort required from the latter when handling heterogeneous referral documents of varying quality.

A novel interface was developed for handling the heterogeneous bundle of documents which make up the social care record, helping social workers make better sense of case-files.