Recent years have seen a rapid increase in digital medicine research in an attempt to
transform traditional healthcare systems to their modern, intelligent, and versatile …

Translating mental health recognition from clinical research into real-world application
requires extensive data, yet existing emotion datasets are impoverished in terms of daily …

More than two years after its outbreak, the COVID-19 pandemic continues to plague medical
systems around the world, putting a strain on scarce resources, and claiming human lives …

Post-traumatic stress disorder (PTSD) is an anxiety disorder that can occur as a response to
traumatic experiences, such as catastrophic events, and can have a detrimental influence on …

Background Chronic obstructive pulmonary disease (COPD) affects breathing, speech
production, and coughing. We evaluated a machine learning analysis of speech for …

Chronic obstructive pulmonary disease (COPD) is a serious inflammatory lung disease
affecting millions of people around the world. Due to an obstructed airflow from the lungs, it …

Transfer learning has achieved state-of-the-art performance across many different areas,
requiring magnitudes less labeled data compared to traditional methods. Pre-trained …

This paper proposes an optimal methodology for automatically diagnosing and predicting
the severity of the chronic kidney disease (CKD) using patients' utterances. In patients with …

Olfaction, ie, the sense of smell is referred to as the 'emotional sense', as it has been shown
to elicit affective responses. Yet, its influence on speech production has not been …

(COPD) is expected to become one of the top three causes of death and a leading
contributor to illness globally. Chronic Obstructive Pulmonary Disease (COPD) is a …