Architecture-Aware Augmentation: A Hybrid Deep Learning and Machine Learning Approach for Enhanced Parkinson's Disease Detection.

Parkinson's Disease (PD) is a progressive neurodegenerative disorder affecting millions worldwide. Early detection is crucial for improving patient outcomes. Spiral drawing analysis has emerged as a non-invasive tool to detect early motor impairments associated with PD.

Esophageal transit of solid oral dosage forms - impact of different surface materials characterized in vitro and in vivo by MRI in healthy volunteers.

Acceptable swallowability and complete esophageal transit are decisive for the safe and effective administration of solid oral dosage forms. This applies in particular to the main user group of medicines, older adults, who often suffer from swallowing difficulties. It is well known that surface properties play an important role in this respect.

It Is Not All about Alkaloids-Overlooked Secondary Constituents in Roots and Rhizomes of (L.) J.St.-Hil.

(L.) J.St.

Node Localization Method in Wireless Sensor Networks Using Combined Crow Search and the Weighted Centroid Method.

Node localization is critical for accessing diverse nodes that provide services in remote places. Single-anchor localization techniques suffer co-linearity, performing poorly. The reliable multiple anchor node selection method is computationally intensive and requires a lot of processing power and time to identify suitable anchor nodes.