Electronic health records (EHRs), digital collections of patient healthcare events and
observations, are ubiquitous in medicine and critical to healthcare delivery, operations, and …

In the medical field, a doctor must have a comprehensive knowledge by reading and writing
narrative documents, and he is responsible for every decision he takes for patients …

Supplying a comprehensive overview of healthcare analytics research, Healthcare Data
Analytics provides an understanding of the analytical techniques currently available to solve …

Background The identification of sections in narrative content of Electronic Health Records
(EHR) has demonstrated to improve the performance of clinical extraction tasks; however …

This paper reports on Task 2 of the 2014 ShARe/CLEF eHealth evaluation lab which
extended Task 1 of the 2013 ShARe/CLEF eHealth evaluation lab by focusing on template …

A huge and rapidly growing quantity of medical documents is available in an electronic
versions. These informing documents mostly have textual content in natural language …

Because breast tissue composition partially predicts breast cancer risk, classification of
mammography reports by breast tissue composition is important from both a scientific and …

Radiology reports are one of the main forms of communication between radiologists and
other clinicians, and contain important information for patient care. In order to use this …

Abstract Electronic Health Records (EHRs) contain both structured content and unstructured
(text) content about a patient's medical history. In the unstructured text parts, there are …

Information extraction applications that extract structured event and entity information from
unstructured text can leverage knowledge of clinical report structure to improve …