The high variability and nonlinear relationships between environmental variables (such as temperature, relative humidity, and altitude) in ecological datasets prevent classical statistical models from obtaining accurate predictions. This study aimed ... read more
RATIONALE AND OBJECTIVE: The status of cervical lymph node metastasis(LNM) in Papillary thyroid carcinoma(PTC) can affect the patient's treatment plan and prognosis. This study aims to develop and validate the application value of Vision transformer ... read more
Employee Assistance Program (EAP)s provide critical mental health support, yet utilization remains low in both Canada and the United States. Although qualitative studies have examined general barriers to EAP use, few have compared country-specific pe... read more
Ni-rich oxides have emerged as leading cathode candidates for lithium-ion batteries because of high specific energy, lower cost, and improved sustainability compared to cobalt-based materials. However, Ni-rich cathodes suffer from voltage and capacit... read more
A comprehensive understanding of international trade-linked transportation CO2 emissions is essential for achieving net-zero emission goals. However, the current simplified representation of transportation patterns obscures the heterogeneity of these... read more
Active involvement of researchers with strong outputs is essential for growth of deep-tech university-originated startups. We used the University-Originated Venture Database to link total funding amount with researchers' publication metrics and KAKEN... read more
Simulation in healthcare : journal of the Society for Simulation in Healthcare
Apr 3, 2026
Healthcare simulation centers collect extensive operational, educational, and experiential data, yet much of this information is often underutilized beyond accreditation reporting. The authors introduce the CORE Analytics Framework-Compliance, Operat... read more
BACKGROUND: Transcatheter aortic valve replacement (TAVR) has increasingly emerged as one of the primary treatments for patients with severe bicuspid aortic valve (BAV) stenosis. Nevertheless, these patients encounter multiple procedural challenges. ... read more
OBJECTIVES: To develop and evaluate an explainable machine learning framework enhanced with synthetic data generation to predict unplanned 30-day hospital readmissions among patients with chronic obstructive pulmonary disease (COPD), heart failure (H... read more
Journal of agricultural and food chemistry
Apr 3, 2026
Salivary mucin plays a pivotal role in modulating aroma perception during dairy consumption. This study investigated the impact of mucin on the release of ten key milk fat-derived aroma compounds (including 3 aldehydes, 3 ketones, and 4 lactones) usi... read more
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