Objective To assess the methodological quality of studies on prediction models developed
using machine learning techniques across all medical specialties. Design Systematic …

Pain is a complex experience that involves sensation, emotion, and cognition. The
subjectivity of the traditional pain measurement tools has expedited the interest in …

Objectives In clinical practice, many prediction models cannot be used when predictor
values are missing. We, therefore, propose and evaluate methods for real-time imputation …

Introduction Pain assessment is extremely important in patients unable to communicate and
it is often done by clinical judgement. However, assessing pain using observable indicators …

Background and objective Fibromyalgia is a chronic disease that causes pain and affects
patients' quality of life. Current treatments focus on pharmacological therapies for pain …

Fibromyalgia is a soft tissue rheumatism with significant qualitative and quantitative impact
on sleep macro and micro architecture. The primary objective of this study is to analyze and …

Objective. Parkinson's disease (PD) is a common neurodegenerative brain disorder, and
early diagnosis is of vital importance for treatment. Existing methods are mainly focused on …

Introduction Removing motion artifacts (MAs) from functional near-infrared spectroscopy
(fNIRS) signals is crucial in practical applications, but a standard procedure is not available …

Objective. Somatic symptom disorder (SSD) is a reflection of medically unexplained physical
symptoms that lead to distress and impairment in social and occupational functioning. SSD …

Flourishing is an important criterion for assessing well-being, however, controversy remains,
especially while assessing it with self-report measures. Therefore, to understand the …