Wind Power Forecasting Based on Multi-Graph Neural Networks Considering External Disturbances by Xiaoyin Xu, Zhumei Luo, Menglong Feng

“…Meanwhile, real-time performance analysis confirms the model’s operational viability as it maintains excellent prediction accuracy (RMSE < 15) even at high data arrival rates (100 samples/second) while ensuring processing latency below critical thresholds (10 ms) under typical system loads.…”
Get full text

A SVM Approach of Aircraft Conflict Detection in Free Flight by Xu-rui Jiang, Xiang-xi Wen, Ming-gong Wu, Ze-kun Wang, Xi Qiu

“…Nevertheless, false alarm rate is always a first and foremost problem that troubles air traffic controllers. …”
Get full text

Detecting Clinical Risk Shift Through log–logistic Hazard Change-Point Model by Shobhana Selvaraj Nadar, Vasudha Upadhyay, Savitri Joshi

“…In this paper, we introduce a change–point in the hazard rate of the log–logistic distribution. The log–logistic distribution is a flexible probability distribution used in survival analysis, reliability engineering, and economics. …”
Get full text

Incidence, prevalence, and burden of type 2 diabetes in China: Trend and projection from 1990 to 2050 by Haojie Zhang, Qingyi Jia, Peige Song, Yongze Li, Lihua Jiang, Xianghui Fu, Sheyu Li, Jinjiao Li

“…Background:. The epidemiological pattern and disease burden of type 2 diabetes have been shifting in China over the past decades. …”
Get full text

Effect of transport stress on apoptosis and autophagy in goat lung cells by Yu Zhuo, Yunhai Hu, Yangshan Jin, Tian Ye, Yanzhen Yang, Ben Liu, Ben Liu, Ben Liu, Wenya Zheng, Wenya Zheng, Songlin Ding, Xue Yang, Xue Yang, Lucheng Zheng, Lucheng Zheng, Wei Hu, Wei Hu, Manxin Fang, Manxin Fang, Wanting Yi, Wenjing Xing

“…IntroductionRoad transportation exposes goats to thermal, mechanical, and microbial stressors that can compromise their welfare by triggering pulmonary apoptosis and autophagy processes associated with tissue damage and immunosuppression.MethodsTo explore potential biomarkers for transport-related welfare assessment, this study analyzed lung tissues from nine Ganxi goats (n = 9; 0 h control, 2 h/6 h transport groups) through an integrated experimental approach: TUNEL assays quantified apoptosis rates, immunohistochemistry mapped protein localization, Western blotting analyzed protein expression levels, and qPCR profiled gene expression of apoptotic regulators (Bax, Bcl-2) alongside autophagy-related markers (LC3B, p62, PINK1, Parkin).ResultsResults indicated time-dependent cellular stress patterns, where the 2 h group displayed elevated apoptosis rates, while the 6 h group exhibited upregulated Parkin expression (p &lt; 0.05) and altered regulation of apoptotic [Bcl-2-associated X-protein (Bax)/B-cell lymphoma-2 (Bcl-2)] and autophagy-related genes (Microtubule-associated protein 1 light chain 3B (LC3B), p62, PTEN-induced putative kinase 1 (PINK1)/Parkin). …”
Get full text

Factors associated with unfavourable treatment outcomes among patients with Multidrug-resistant Tuberculosis receiving outpatients care by Maria Jose Vadakunnel, Vijayalakshmi Jawaharlal Nehru, Usharani Brammacharry, Venkateswari Ramachandra, Suganthi Palavesam, Anbazhagi Muthukumar, Balasundaram Revathi Mani, Gunavathy Pradhabane, S. R. Sriramkumar, Kanagavel Venkatchalam, Muthuraj Muthaiah

“…Patients with heteroresistant patterns had 2.72 times higher odds of unsuccessful treatment outcomes compared to those with inferred and true-resistant patterns. …”
Get full text

Where do new words like boobage, flamage, ownage come from? Tracking the history of ‑age words from 1100 to 2000 in the OED3 by Chris A. Smith

“…They also appear to be less likely to be lexicalized given this transparency. This low rate of lexicalization is a sign of high productivity and may also explain the high rates of obsolescence of historical ‑age words in the OED3.…”
Get full text

Risk Factors for COVID-19 Adverse Outcomes in ICU Settings of Various Types Repurposed Hospitals by A. A. Avramov, E. V. Ivanov, A. V. Melekhov, R. S. Menzulin, A. I. Nikiforchin

“…Clinical outcomes were also different, with the lowest mortality rate in the federal center and the highest in the municipal hospital. …”
Get full text

Training Rarámuri Criollo Cattle to Virtual Fencing in a Chaparral Rangeland by Sara E. Campa Madrid, Andres R. Perea, Micah Funk, Maximiliano J. Spetter, Mehmet Bakir, Jeremy Walker, Rick E. Estell, Brandon Smythe, Sergio Soto-Navarro, Sheri A. Spiegal, Brandon T. Bestelmeyer, Santiago A. Utsumi

“…The study found that Rarámuri Criollo cows can effectively adapt to virtual fencing technology, achieving over 99% containment rate while displaying typical diurnal patterns for grazing, resting, or traveling behavior. …”
Get full text

Global directions of change in moral norms: a test of the moral argument theory by Pontus Strimling, Kimmo Eriksson, Irina Vartanova, Joel Krueger, Isabela Hazin

“…We test this theory in a preregistered study of the arguments for both sides of 33 moral issues for which the global directions and rates of norm change were estimated in available longitudinal survey data from 94 societies. …”
Get full text

Residual NAPL Architectures in Fractures: Insights From Microfluidic Experiments by Kun Xing, Xiaoqing Shi, Amalia Kokkinaki, Zhibing Yang, Liangchao Zou, Jichun Wu

“…Three distinct residual NAPL architectures were identified, Pools Pattern (PP), Ganglia Pattern (GP), and Mixed Pattern (MP), affected by aperture heterogeneities and flow rates. …”
Get full text

The burden of carbon monoxide poisoning in China from 1990 to 2021 and forecasts to 2050 by Yanwu Yu, Jinzhou Yu, Ding Yuan, Fang Yang, Hongyi Yan, Pin Jiang, Mengnan Guo, Zhigao Xu, Gaiqin Yan, Yan Zhang, Yanxia Gao

“…The incidence, prevalence, mortality, and Disability Adjusted Life Years (DALYs) and their corresponding Age-Standardized Rates (ASRs) were examined to assess the burden of COP in China from 1990 to 2021. …”
Get full text

Enhancing AI-driven forecasting of diabetes burden: a comparative analysis of deep learning and statistical models by Rasool Esmaeilyfard, Mohsen Bayati

“…LSTM effectively captured short-term patterns but struggled with long-term dependencies, while GRU, though computationally efficient, exhibited higher error rates. …”
Get full text

Distribution of Pathogenic Bacteria and Drug Resistance in ICU of a Newly Built Hospital by Zeng H, Liu R, Cheng C, Yang N, Luo L, Long S, Zhou R, Yan K, Huang H

“…Drug sensitivity tests indicated a fluctuating resistance rate of Acinetobacter baumannii over the past five years. …”
Get full text

Thymidine kinase 1 expression in ovarian serous adenocarcinoma is superior to Ki-67: A new prognostic biomarker by Jianjun Wang, Qi Liu, Xiaodie Zhou, Yan He, Qing Guo, Qunli Shi, Staffan Eriksson, Ji Zhou, Ellen He, Sven Skog

“…Cancer is a disease with abnormally proliferating cells and therefore proliferation rate is an important index for assessing tumour growth. …”
Get full text

Antidepressant use in the Canary Islands (Spain): a retrospective study of provincial, island and municipal trends and associated factors by Alexis Oliva, Vanessa Moreno, Mariana Sapino, Sandra Dévora, Susana Abdala-Kuri

“…This provided total overall dispensation of AD and its rate of change for each island, as well as differences in dispensation at the island and municipal level.ResultsOver the study period, prescription rates increased steadily at all population levels, although the level of dispensing and the rate of variation varied between island and municipalities but no between provinces. …”
Get full text

Analysis of Hospital-Acquired Infections in a Chinese Specialized Rehabilitation Hospital: A Five-Year Surveillance Study (2020-2024) by Li Q, Wang D, Fan H

“…The significant ward-level variability in infection rates suggests the need for tailored infection control strategies. …”
Get full text

Substituting photoautotrophic with heterotrophic Chlorella species for water quality regulation and microbial community modification in Litopenaeus vannamei pond culture by Chu-er Song, Zhen Meng, Bangyin Zhang, Lin Yang, Xiaoxuan Sun, Zheng Zhang, Xiaojin Song

“…The shrimp in the CP pond exhibited a weight gain rate and specific growth rate of approximately 157.32 ± 0.43 % and 3.11 ± 0.01 %, respectively, while those in the CV pond demonstrated rates around 159.53 ± 0.36 % and 3.15 ± 0.01 %, with no statistically significant differences observed between the two groups. …”
Get full text