Free-caged rearing modes regulate chicken intestinal metabolism by influencing gut microbial homeostasis.

Free-caged rearing modes, which prioritize animal welfare, are believed to enhance the quality of animal products. The impact of rearing modes on meat quality may play a key role in the superior quality of local chicken breeds. This study analyzed the cecal contents of free-range and caged black-bone chickens at different ages using metagenomic and metabolomic sequencing.

Predicting cerebellar mutism syndrome in children using lesion map combined with clinical features.

Objective: This study aimed to develop a predictive model for cerebellar mutism syndrome (CMS) in pediatric patients with posterior fossa tumors, integrating lesion-symptom mapping (LSM) data with clinical factors, and to assess the model's performance.

Methods: A cohort of pediatric patients diagnosed with posterior fossa tumors and undergoing surgery at Beijing Children's Hospital from July 2013 to December 2023 was analyzed. Clinical variables gender, age at surgery, tumor characteristics, hydrocephalus, surgical route and pathology were collected.

Multimodal Diagnosis for Pulmonary Embolism from EHR Data and CT Images.

Pulmonary Embolism (PE) is a severe medical condition that can pose a significant risk to life. Traditional deep learning methods for PE diagnosis are based on Computed Tomography (CT) images and do not consider the patient's clinical context. To make full use of patient's clinical information, this article presents a multimodal fusion model ingesting Electronic Health Record (EHR) data and CT images for PE diagnosis.

Clustering of Non-communicable Diseases Risk Factors in Healthy Adults Aged 35 Years and Older in Shenzhen, China.

We assessed the prevalence of non- communicable diseases (NCDs) risk factors with a focus on their clustering among healthy adults in Shenzhen, China. Data from the 2011 China Health and Nutrition Survey, comprising a regionally representative sample of 806 healthy adults aged 35 years or older, were obtained to determine the prevalence of five risk factors for NCDs. The prevalence of current smoking, central obesity, impaired fasting glucose, borderline hypertension, and borderline high total cholesterol was 19.

[Infant Incubator Temperature Monitoring Difference Analysis and Research].

Objective: To discuss the temperature difference of infant incubator treatment for the baby to provide important guarantee, to ensure its safe operation.

Methods: Using a completely independent of the infant incubator's temperature monitoring and alarm system of infant incubator temperature and monitoring and alarm system, 20 sets of real-time monitoring and automatic logging data, different brand infant incubator temperature changes compared with infant incubator's own body temperature, and analysis.

Results: 20 sets of different brand infant incubator, 10(50%) in the devices panel display data with a monitoring device differences in measured data, clinical pose a safety hazard.