A novel hyperparameter search approach for accuracy and simplicity in disease prediction risk scoring.

Objective: Develop a novel technique to identify an optimal number of regression units corresponding to a single risk point, while creating risk scoring systems from logistic regression-based disease predictive models. The optimal value of this hyperparameter balances simplicity and accuracy, yielding risk scores of small scale and high accuracy for patient risk stratification.

Materials And Methods: The proposed technique applies an adapted line search across all potential hyperparameter values.

Macrolide Resistance in the Complex: Implications for Integrative and Conjugative Elements.

The recognition of the complex (AUC) as an emerging uropathogen has led to growing concerns due to a limited understanding of its disease spectrum and antibiotic resistance profiles. Here, we investigated the prevalence of macrolide resistance within urinary AUC isolates, shedding light on potential genetic mechanisms. Phenotypic testing revealed a high rate of macrolide resistance: 45%, among a total of 189 urinary AUC isolates.

Thyroid Malignancy among Fine Needle Aspiration Cytology of Thyroid Lesions in a Tertiary Care Centre.

Introduction: The most prevalent endocrine cancer in the world is thyroid cancer, and its incidence is on the rise. The distinction between benign and malignant thyroid nodules must be made, which is why fine needle aspiration cytology of thyroid lesion is necessary and required. This study aimed to find out the prevalence of thyroid malignancy among fine needle aspiration cytology of thyroid lesions in a tertiary care centre.

Traditional utilization of bamboo in the Central Siwalik region, Nepal.

Bamboo are the fastest growing perennial woody grasses that have versatile applications. Most of the local people inhabiting the riverine area of the Siwalik region of Nepal rely on bamboo products for economic benefits and medicinal uses. Our objective was to identify the diversity of bamboo species, their ethnomedicinal practices, and economic and ecological importance.