Enhanced probabilistic prediction of pavement deterioration using Bayesian neural networks and cuckoo search optimization.

The predictive performance of probabilistic pavement condition deterioration is critical for effective maintenance and rehabilitation decisions. Currently, numerous improved models exist, but few rely on probabilistic models to improve pavement deterioration prediction. Therefore, this study proposed an improved probabilistic model for pavement deterioration prediction based on the coupling of Bayesian neural network (BNN) and cuckoo search (CS) algorithm.

Characterization of quercetin-ovalbumin complexes stabilizing emulsions: A perspective on the complex binding mechanism.

Ovalbumin (OVA) is widely used in the food industry for its extremely rich nutritional value and special functional properties. Quercetin (Q) is a polyphenol with antioxidant and antibacterial properties. However, due to poor water solubility, the bioavailability of Q is greatly reduced.

A high arousal threshold is associated with nocturnal gastroesophageal reflux in obstructive sleep apnea.

Objective: Nocturnal gastroesophageal reflux (nGER) was reported to be associated with obstructive sleep apnea (OSA). However, pathophysiological traits in OSA patients with nGER were poorly understood, and arousal threshold (ArTH) might play an important role in this relationship. This study aimed to identify the clinical characteristics of patients with OSA comorbid with nGER, and investigate the association between ArTH and nGER in patients with OSA.

Influence of effective decay constant uncertainty on radon exhalation rate measurement from medium surfaces using CR-39.

The CR-39 solid-state nuclear track detector is a commonly used instrument for passively measuring radon. When using CR-39 to measure the radon exhalation rate from the surface of a medium, the effects of leakage are often overlooked. However, to a certain extent, system leakage can affect the accuracy of the measurement results.

The effects of blood flow restriction training on early muscle strength and mid-term knee function following anterior cruciate ligament reconstruction: a systematic review and meta-analysis.

Objective: Early restoration of muscle strength and knee joint function after anterior cruciate ligament reconstruction (ACLR) is a critical goal in the rehabilitation process. Blood flow restriction training (BFRT), a low-load training method, has gained attention in musculoskeletal rehabilitation in recent years, but its specific effects in ACLR rehabilitation remain unclear.

Methods: Relevant literature up to December 20, 2024, was searched in the PubMed, Embase, Cochrane, and Web of Science databases, and study selection was performed according to PRISMA guidelines.