Over the last years, a surge of empirical studies converged on complexity-related measures
as reliable markers of consciousness across many different conditions, such as sleep …

Abstract Background and Objective: In intensive care units (ICUs), length of stay (LOS)
prediction is critical to help doctors and nurses select appropriate treatment options and …

Accurate monitoring of the depth of anesthesia (DoA) is essential for intraoperative and
postoperative patient's health. Commercially available electroencephalograph (EEG)-based …

One of the important tasks in the operating room is monitoring the depth of anesthesia (DoA)
during surgery, and noninvasive techniques are very popular. Hence, we propose a new …

Anaesthesia, crucial to surgical practice, is undergoing renewed scrutiny due to the
integration of artificial intelligence in its medical use. The precise control over the temporary …

Classifying the patient's depth of anesthesia (LoH) level into a few distinct states may lead to
inappropriate drug administration. To tackle the problem, this paper presents a robust and …

Objective: Constructing a framework to evaluate consciousness is an important issue in
neuroscience research and clinical practice. However, there is still no systematic framework …

Over-and under-sedation are common in the ICU, and contribute to poor ICU outcomes
including delirium. Behavioral assessments, such as Richmond Agitation-Sedation Scale …

Monitoring the depth of anesthesia (DoA) during surgical procedures is very critical for
patients' health. Any inaccurate dosage of the anesthetic agents can result in postoperative …

Most surgical procedures are not possible without general anesthesia which necessitates
continuous and accurate monitoring of the patients' level of hypnosis (LoH). Currently, the …