A dynamic early warning model based on LSTM-AM for property-based elderly care resource shortages in urban-rural integrated counties in China by Qingheng Sun

“…Results show that, taking Xuchang City, Henan Province as an example, by integrating multi-source time-series data such as county-level population aging rates, property-based elderly care service coverage rates, community facility maintenance data, and resident demand feedback, the model’s prediction error (MAE ≤ 0. 12, RMSE ≤ 0. 18) was reduced by 35% compared to traditional methods, and the warning accuracy (F1-score = 0. 89) was significantly superior to traditional models. …”
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The thermal stress response of Aedes aegypti and Aedes albopictus when exposed to rapid temperature changes by Hunter O. Covey, Randall Wilson, Yaizeth Gurrola-Mares, Joseph R. McMillan, Corey L. Brelsfoard

“…Respiration rates as a measure of thermal stress varied with rearing conditions and exposure temperatures, with notable declines observed as exposure temperatures increased. …”
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Global burden of breast cancer and application of patient-reported outcomes in clinical trials: a systematic analysis based on the global burden of disease study 2021 and WHO inter... by Jiaxin Hao, Jiaxin Hao, Yijia Gong, Yijia Gong, Xiaowen Zhang, Xiaowen Zhang, Xiaowen Zhang, Minghong Du, Minghong Du, Minghong Du, Huan Wang, Huan Wang, Huan Wang, Guolin Guo, Mengqing Zhou, Tian Tian, Hongguo Rong, Hongguo Rong, Hongguo Rong

“…This study analyzes geographic patterns, temporal trends and age patterns of female breast cancer disease burden globally and explored the association between age standardised rates for disability adjusted life years (ASDR) of female breast cancer and sociodemographic index (SDI). …”
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Planning with self‑organised initiatives by Igor Tempels Moreno Pessôa

“… Over the last half century, the Global South has faced a strong rise in the rate of urbanisation. Although this process differs from region to region, rapid urbanisation has created many challenges for countries in the Global South. …”
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Viral phylodynamics. by Erik M Volz, Katia Koelle, Trevor Bedford

“…Many viruses, especially RNA viruses, rapidly accumulate genetic variation because of short generation times and high mutation rates. Patterns of viral genetic variation are therefore heavily influenced by how quickly transmission occurs and by which entities transmit to one another. …”
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Coherence and statistical insights for low electron count regimes in transmission electron microscopy by Joohyun Lee, Ji-Hwan Kwon, Sooheyong Lee

“…Low electron count rates, with a mean of approximately 0.017 electrons per pixel, reveal discrete electron events dominated by shot noise. …”
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Foliar methane and nitrous oxide fluxes in Salix bebbiana respond to light and soil factors by Md Rezaul Karim, Md Abdul Halim, Sean C. Thomas

“…Using rapid spectroscopic gas analysers, we observed consistent net foliar methane oxidation and nitrous oxide emission across all light conditions, demonstrating saturating light response patterns. Maximum flux rates were significantly more sensitive to soil conditions than carbon dioxide or water vapour exchange. …”
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Evolution of the Diagnosis and Treatment of Acute Respiratory Distress Syndrome on the Basis of Up-to-Date Medical Technologies by Yu. V. Marchenkov, A. V. Vlasenko, V. V. Moroz, V. N. Yakovlev

“…The developed and clinically introduced new scientifically grounded methods for the prevention, diagnosis, and combination, differentiated treatment of ARDS could reduce the number of complications, the duration of mechanical ventilation, the length of stay in the intensive care unit, and mortality rates. Key words: acute respiratory distress syndrome, V. …”
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Tasas de desnitrificación en una laguna costera tropical, la Ciénaga Grande de Santa Marta, Mar Caribe, Colombia by Herrera Martínez Yimy, Campos Néstor H., Ramírez Triana Gustavo

“…The rates of denitrification were measured as flows of N₂O in two sites in the Ciénaga Grande de Santa Marta as a first step toward the identification of the patterns of this process in tropical coastal lagoons of Colombia. …”
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Adherence to Pharmacological Management Guidelines for Stable Chronic Obstructive Lung Disease by Sang Min Han, Hyo Seon Kim, Seung Yong Park, Heung Bum Lee, Young Bum Park, Chin Kook Rhee, Youlim Kim, Seoung Ju Park

“…When analyzing inhaler prescription patterns according to both subgroups and considering the Korean 2018, GOLD 2019, and GOLD 2023 guidelines concurrently, the adherence rates were as follows: (56.6%, 37.8%, 24.0%) and (57.7%, 14.0%, 38.6%). …”
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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.…”
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Incidence, mortality, and risk factors of bladder, kidney, prostate and testicular cancers in China and comparisons with the United States, the United Kingdom, Japan, and the Repub... by Gaohaer Kadeerhan, Zhongji Jiang, Hong Guo, Xinzhi Ma, Jin Zhang, Wenmin Guo, Jiedong Jia, Yibo Gao, Dongwen Wang

“…Conclusions The distinct age-specific patterns, elevated rates within specific age groups, and marked upward temporal trends of genitourinary cancers in China underscore the critical need for targeted, age-stratified public health interventions.…”
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An Examination of Water‐Related Melt Processes in Arctic Snow on Tundra and Sea‐Ice by Anika Pinzner, Matthew Sturm, Jennifer S. Delamere, Andrew R. Mahoney

“…In both years meltout dates varied by up to 25 days between sites, and more than 20 days within sites, with melt rates at locations only meters apart differing by up to a factor of seven. …”
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Modeling Riding and Stopping Behaviors at Motorcycle Box Intersections: A Case Study in Chiang Mai City, Thailand by Wachira Wichitphongsa, Nopadon Kronprasert, Moe Sandi Zaw, Pongthep Pisetsit, Thaned Satiennam

“…This research aims to evaluate the traffic performance of motorcycle boxes with respect to motorcycle departure times, headway intervals, lane-filtering rates, and vehicle movement patterns at 12 signalized urban intersections in Chiang Mai, Thailand. …”
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Evaluation of urinary tract infection agents in intensive care unit patients and monitoring of antimicrobial profile in Gram-negative bacteria by Nazife Akman, Pelin Özmen

“…Due to high resistance rates, the use of carbapenems and quinolones should be avoided in the treatment of A. baumannii. …”
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Modeling nitric oxide diffusion and plasticity modulation in cerebellar learning by Alessandra Maria Trapani, Carlo Andrea Sartori, Benedetta Gambosi, Alessandra Pedrocchi, Alberto Antonietti

“…The results demonstrate that NO diffusion significantly affects synaptic plasticity, dynamically adjusting learning rates based on synaptic activity patterns. This metaplasticity mechanism enhances the cerebellum's capacity to prioritize relevant inputs and mitigate learning interference, selectively modulating synaptic efficacy. …”
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An approach to using stranding data to monitor cetacean population trends and guide conservation strategies by Rachel L. Lennon, Rosie S. Williams, Kathryn J. Allan, Mariel T.I. ten Doeschate, Nicholas J. Davison, Simon A. Babayan, Andrew C. Brownlow

“…Species were clustered into broad ecological groups - baleen whales, short-beaked common dolphins, deep divers, harbour porpoises and pelagic dolphins - for spatiotemporal analysis of stranding patterns. All groups showed increases in annual stranding rates over the study period, with common dolphins and baleen whales exhibiting exponential increases, suggesting these species may be facing heightened pressures. …”
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Investigating antibiotic use in Gaza Strip hospitals: A retrospective cross-sectional analysis by Hala ZI Alagha, Maha Jebreel Al Telbani

“… Introduction: Rates of antimicrobial resistance in the Gaza Strip are rising while regulations on antibiotics use are weakly implemented. …”
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Integrated Platform for Bio-Image Processing and Identification of Cervical Cancer by Larisa-Dalina LAZĂR, Diogen BABUC, Todor IVAŞCU

“…The integration of artificial intelligence in medical imaging can contribute to early detection and contribute to reduction of mortality rates associated with this disease. A future direction is to explore the applications of Vision Transformers, which have demonstrated excellent performance in capturing complex patterns in image data, to further improve data preprocessing and classification accuracy. …”
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Mortality trends in Kazakhstan: insights from a million of deaths from 2014 to 2022 by Temirgali Aimyshev, Gulnur Zhakhina, Sauran Yerdessov, Ruslan Akhmedullin, Dinara Galiyeva, Kuanysh Yergaliyev, Antonio Sarria-Santamera, Yuliya Semenova, Abduzhappar Gaipov

“…COVID-19 significantly disrupted mortality patterns in 2020–2021. Mortality rates were consistently higher in males across most age groups, with a sharp increase after age 55, while “other disorders of the brain” emerged as a leading cause of premature mortality. …”
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