Performance of Radiomics-based machine learning and deep learning-based methods in the prediction of tumor grade in meningioma: a systematic review and meta-analysis.

Currently, the World Health Organization (WHO) grade of meningiomas is determined based on the biopsy results. Therefore, accurate non-invasive preoperative grading could significantly improve treatment planning and patient outcomes. Considering recent advances in machine learning (ML) and deep learning (DL), this meta-analysis aimed to evaluate the performance of these models in predicting the WHO meningioma grade using imaging data.

An amplification mechanism for weak ELF magnetic fields quantum-bio effects in cancer cells.

Observing quantum mechanical characteristics in biological processes is a surprising and important discovery. One example, which is gaining more experimental evidence and practical applications, is the effect of weak magnetic fields with extremely low frequencies on cells, especially cancerous ones. In this study, we use a mathematical model of ROS dynamics in cancer cells to show how ROS oscillatory patterns can act as a resonator to amplify the small effects of the magnetic fields on the radical pair dynamics in mitochondrial Complex III.

Personality traits and their relationship with oral health related quality of life among adolescents in Saudi Arabia.

Background: Personality traits are linked with different oral health outcomes. However, personality traits and their associations among children are not fully understood. Therefore, this study aimed to investigate the relationship between personality traits and oral health-related quality of life (OHRQoL) among adolescents in Saudi Arabia.

Unveiling Gelation and Antimicrobial Potentials of α-Acyloxy Carboxamides: Findings from Experimental and Theoretical Approach.

Multicomponent reactions have long been recognized as some of the most versatile tools in organic chemistry, with extensive applications in biomedical science and the pharmaceutical industry. In this study, we explored the potential of the Passerini reaction by designing and synthesizing new low molecular mass gelators that can serve as novel formulations for prolonged anesthesia. These gelators address critical issues like poor solubility, low bioavailability, and short plasma half-life, all of which hinder therapeutic efficacy.

Corynebacterium minutissimum as a Rare Cause of Tibial Osteomyelitis: A Case Report and Literature Review.

Osteomyelitis is commonly caused by pathogens like , but rare organisms such as , typically associated with superficial skin infections, can also be implicated. Recognizing these atypical pathogens presents diagnostic and therapeutic challenges, especially in the presence of orthopedic hardware. We conducted a literature review yielding 25 studies and encompassing 797 patient cases, which highlights the emerging role of species in osteomyelitis, particularly following trauma or surgical interventions.