Information extraction (IE) is a challenging task, particularly when dealing with highly
heterogeneous data. State-of-the-art data mining technologies struggle to process …

In recent years, knowledge graphs (KGs) have gained a great deal of popularity as a tool for
storing relationships between entities and for performing higher level reasoning. KGs in …

Evidence-based treatment is the basis of traditional Chinese medicine (TCM), and the
accurate differentiation of syndromes is important for treatment in this context. The automatic …

Linking clinical narratives to standardized vocabularies and coding systems is a key
component of unlocking the information in medical text for analysis. However, many …

The classification of biomedical literature is engaged in a number of critical issues that
physicians are expected to answer. In many cases, these issues are extremely difficult. This …

The medical field has experienced a series of transformations with the adoption of new
technologies. One of the aspects that experienced significant changes is how a patient's …

Image edge detection is a technique that extracts mutation information from images and is
widely used in the fields of image processing and computer vision. The effectiveness of …

Using archaic healthcare recording systems can result in errors that negatively impact
healthcare leadership and patient care delivery practices. Errors in healthcare records may …

The classification of biomedical literature is engaged in a number of critical issues that
physicians are expected to answer. In many cases, these issues are extremely difficult. This …

In recent years, several text mining models have been developed for supporting the process
of early and accurate cancer diagnosis. This study provides a comparative analysis of …