The continuously increasing cost of the US healthcare system has received significant
attention. Central to the ideas aimed at curbing this trend is the use of technology in the form …

The healthcare industry has become increasingly challenging, requiring retrieval of
knowledge from large amounts of complex data to find the best treatments. Several works …

The whale optimization algorithm (WOA) is a prominent problem solver which is broadly
applied to solve NP-hard problems such as feature selection. However, it and most of its …

Our ability to collect “big data” has greatly surpassed our capability to analyze it,
underscoring the emergence of the fourth paradigm of science, which is datadriven …

In this paper, we introduce InfiAgent-DABench, the first benchmark specifically designed to
evaluate LLM-based agents on data analysis tasks. These tasks require agents to end-to …

With the explosion of healthcare information, there has been a tremendous amount of
heterogeneous textual medical knowledge (TMK), which plays an essential role in …

Background: Physicians and health policy makers are required to make predictions during
their decision making in various medical problems. Many advances have been made in …

Sepsis is a life-threatening host response to infection that is associated with high mortality,
morbidity, and health costs. Its management is highly time-sensitive because each hour of …

In recent years, electronic health records (EHRs) have been widely adapted at many
healthcare facilities in an attempt to improve the quality of patient care and increase the …

Electronic Health Records (EHR) are a rich repository of valuable clinical information that
exist in primary and secondary care databases. In order to utilize EHRs for medical …