Parkinson's disease (PD) is a neurological condition that generally strikes people in their
average age of onset for PD a neurological disorder, is 55 and up. A wide variety of motor …

This research aims to review and evaluate the most relevant scientific studies about deep
learning (DL) models in the omics field. It also aims to realize the potential of DL techniques …

Due to the rapid growth in artificial intelligence (AI) and deep learning (DL) approaches, the
security and robustness of the deployed algorithms need to be guaranteed. The security …

Automated examination of biomedical signals plays a vital role to diagnose diseases and
offers useful data to several applications in the areas of physiology, sports medicine, and …

Speech impairment analysis and processing technologies have evolved substantially in
recent years, and the use of voice as a biomarker has gained popularity. We have …

Parkinson's disease (PD) is a neuro-degenerative disorder primarily triggered due to the
deterioration of dopamine-producing neurons in the substantia nigra of the human brain …

COVID‐19 has depleted healthcare systems around the world. Extreme conditions must be
defined as soon as possible so that services and treatment can be deployed and intensified …

Automatic retinal blood vessel segmentation is a key link in the diagnosis of ophthalmic
diseases. Recent deep learning methods have achieved high accuracy in vessel …

Attention deficit/hyperactivity disorder is a neurological disorder characterized by inattention,
hyperactivity and impulsivity. Since the resting functional magnetic resonance imaging (rs …

Parkinson's disease (PD) is one of the significant common neurological disorders of the
current age that causes uncontrollable movements like shaking, stiffness, and difficulty. The …