Mohammadjavad Sotoudeheian

Machine-learning models for Alzheimer’s disease classification using routinely available clinical, cognitive, and neuropsychiatric variables

Alzheimer’s disease (AD) is the most common cause of dementia. Although machine-learning models have shown promise for AD classification, many approaches rely on neuroimaging, biomarker assessments, or extensive neuropsychological evaluations that are not routinely available in c...

An integrated overview of acute heart failure: a narrative review of pathophysiological mechanisms and contributing factors

Abstract Background Acute heart failure (AHF) is a significant cardiovascular syndrome characterized by either new-onset heart failure (HF) or acutely decompensated heart failure (ADHF), typically presenting with systemic and pulmonary congestion. The European Society of Cardiolo...