Background With the rapid adoption of electronic health records (EHRs), it is desirable to
harvest information and knowledge from EHRs to support automated systems at the point of …

Abstract Objective We developed the Medication Extraction and Normalization (MedXN)
system to extract comprehensive medication information and normalize it to the most …

As automated data extraction and natural language processing (NLP) are rapidly evolving,
improving healthcare delivery by harnessing large data is garnering great interest …

Online remedy finders and health-related discussion forums have become increasingly
popular in recent years. Common web users write their health problems there and request …

Background Medication trend studies show the changes of medication over the years and
may be replicated using a clinical Data Warehouse (CDW). Even nowadays, a lot of the …

Clinical quantitative information commonly exists in electronic medical records (EMRs) and
is essential for recording patients' lab test or other characteristics in clinical notes. This study …

Automatic medical diagnosis and remedy finding is an active research area for decades.
The increasing trend of finding health remedies through the internet emerged the necessity …

A medication indication is a valid reason to use medication. Comprehensive information on
medication and its intended indications has valuable potential applications for patient …

The path towards electronic healthcare records is nonetheless not free of challenges
including the large amount of clinical information buried in narrative content. Medication …

Health information technology is being increasingly introduced into the healthcare
environment with its benefits of providing safer and more effective practices. However, the …