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

“…Traditional early warning models struggle to dynamically capture the supply-demand fluctuation patterns of property-based elderly care resources. …”
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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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Classification of hoarding and comorbid neuropsychiatric symptoms by Sara K. Nutley, Catherine W. Striley, Linda B. Cottler, Joseph Eichenbaum, Rachel L. Nosheny, R. Scott Mackin, Carol A. Mathews

“…Conclusions: Neuropsychiatric symptom patterns among individuals with hoarding are heterogenous in nature and uniquely associated with clinical features and functional outcomes. …”
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MultiRepPI: a cross-modal feature fusion-based multiple characterization framework for plant peptide-protein interaction prediction by Yu Zhiguo, Li Zixuan, Li Peng

“…Secondly, bi-directional attention and PepPI gating mechanisms were used to design the cross-modal attention module (CMA), which deeply mines the key interaction patterns between peptides and proteins, and enhances the ability of the model to focus on important binding sites. …”
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Causal inference-based graph neural network method for predicting asphalt pavement performance by CHEN Kai;WANG Xiaohe;SHI Xinli;CAO Jinde

“…The global feature extraction module employs attention mechanisms and gated recurrent units(GRU) to capture long-term temporal dependencies within variables. …”
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Real-time epidemiological surveillance data: tracking the occurrences of avian influenza outbreaks around the world by Francesco Branda, Ranjan K. Mohapatra, Lawrence Sena Tuglo, Massimo Ciccozzi, Fabio Scarpa

“…Data description The dataset includes comprehensive and up-to-date information on epidemiological patterns, including geographic spread, incidence rates, and demographic factors. …”
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Verbal fluency tests reliability in a Brazilian multicentric study, ELSA-Brasil by Valéria Maria de Azeredo Passos, Luana Giatti, Sandhi Maria Barreto, Roberta Carvalho Figueiredo, Paulo Caramelli, Isabela Benseñor, Maria de Jesus Mendes da Fonseca, Nagela Valadão Cade, Alessandra Carvalho Goulart, Maria Angélica Nunes, Márcia Guimarães de Mello Alves, Ana Angélica Martins da Trindade

“…Intraclass correlation coefficient ratings reliability and Bland-Altman plot examined patterns of ratings disagreement. …”
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Distributed Robust Low-Carbon Economic Dispatch of Power Systems Considering Extreme Scenarios by HU Heng, QIN Jianru, LI Haibo, LIU Jiefeng

“…[Results] Case studies on an improved IEEE 39-node system using the column-and-constraint generation （C&CG） algorithm demonstrate that， compared with traditional deterministic and DRO models based on typical scenarios， the proposed approach increases scheduling costs by 7.11% and 14.37% respectively， but reduces renewable curtailment rates by 8.28% and 34.65%， and load shedding rates by 8.19% and 33.32%. …”
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Electroencephalographic (EEG) analysis of hue perception differences between art and non-art majors: insights from the P2 and P3 components by Liting Song, Guanghui Zhang, Johanna Silvennoinen, Fengyu Cong

“…Participants completed color perception tasks involving cool, warm, and neutral hues while EEG data were recorded with a 65-electrode system. Behavioral ratings and ERP components (P2 and P3) were analyzed, supplemented by decoding analysis to uncover neural processing patterns. …”
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Depression among older adults in Norway 1995-2019: Time trends, correlates, and future projections in a population study: The HUNT study. by Maria Lage Barca, Eivind Aakhus, Ellen Melbye Langballe, Thomas Hansen, Ragnhild Holmberg Aunsmo, Geir Selbæk, Steinar Krokstad, Bjørn Heine Strand

“…<h4>Objectives</h4>To investigate patterns and correlates of depression among Norwegian older adults (age 70+), 1995-2019, and estimate the number of older adults with depression by 2050.…”
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Analysis of influencing factors on recurrence and metastasis of pT1b ~ pT4aNOM0 esophageal squamous cell carcinoma after radical surgery in Northeast Sichuan region by Wenxia Ren, Lei Yu, Yu Cui, Daiyuan Ma

“…Abstract Background The incidence and mortality rates of esophageal cancer are high, yet public awareness of this disease remains low, particularly in the northeastern Sichuan region. …”
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Community-Based Evaluation of Hypertension Awareness and Knowledge Among Underserved Bateyes in the Dominican Republic by Dang Nguyen, Ryan Shargo, Nityanand Jain, Yusuf Qureshi, Lovepriya Suthaharan, Ramez M. Odat, Cameron Sabet, Miyaz Ansari, Hamzah Khuddus, Phat K. Huynh, Michael J. Diaz, Reginald Kerolle, Ernest Kissi Kontor, Lindy G. Davidson

“…Background: Globally, hypertension rates are rising, particularly in low-income nations where access to healthcare and education remains limited. …”
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Optimizing dance motion reconstruction using a two-dimensional matrix approach with hybrid genetic and fuzzy logic differential evolution by Lin Wang, Yutong Liu, Yucong Geng, Mohammad Khishe

“…We develop the Two-Dimensional Matrix-Calculation (TDMC) model, combined with the Hybrid Genetic Algorithm with Fuzzy Logic Differential Evolution (HGA-FLDE), which aims to optimize the reconstruction of complex dance movements by leveraging Riemannian geometry and adaptive optimization for biomechanical nonlinear motion patterns and missing joint data. Furthermore, accuracy is achieved through other approaches, such as the Long Short-Term Memory (LSTM), Support Vector Regression (SVR), Kinect Sensors (KS), and Evolved Deep Gated Recurrent Unit (EDGRU) models, which were all thoroughly tested against one another. …”
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Korean Translation of the GRADE Series Published in the BMJ, ‘Use of GRADE Grid to Reach Decisions on Clinical Practice Guidelines When Consensus Is Elusive’ (A Secondary Publicati... by Hyun Jin Jung, Eu Chang Hwang, Do Kyung Kim, Ho Won Kang, Ja Yoon Ku, Hong Wook Kim, Jae Hung Jung

“…This article is the last of a series providing guidance for the use of the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) system for rating the quality of evidence and grading the strength of recommendations in systematic reviews and clinical practice guidelines. …”
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Breaking the Standard: Can Oxford Nanopore Technologies Sequencing Compete With Illumina in Protistan Amplicon Studies? by Dana Bludau, Guido Sieber, Manan Shah, Aman Deep, Jens Boenigk, Daniela Beisser

“…While Illumina still dominates the sequencing market and offers high accuracy with low error rates, it is limited by shorter read lengths. ONT provides much longer reads, allowing for greater taxonomic resolution but at the cost of higher error rates. …”
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Excess and reduced work absence during COVID-19 in Poland: insights from cause-specific time-series models by Błażej Łyszczarz, Jakub Wojtasik

“…Results We observed notable deviations in work absence rates during the pandemic period (until the end of Q1-2022). …”
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Occupation, displacement, and violence in the West Bank: A retrospective analysis of data from 2014-2024. by Sarah Aly, Fatima Mossolem, Ayeh Khalil, Tushara Surapaneni, Abd Al-Rahman Traboulsi, Waleed Aldadah, Eleanor Reid, Shakoor Hajat

“…Refugee camps had increased death rates: IRR = 7.91 (5.26, 11.89; p < 0.0001) compared to non-refugee camp populations. …”
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Osseointegration potential of boron-coated titanium alloy pedicle screw in rabbit spine model by Hidir Ozer, Mehdi Hekimoğlu, Ibrahim Kulac, Ozgur Can Eren, Yeliz Kasko Arici, Haydar Çelik, Ali Fahir Ozer

“…This study aimed to achieve better osseointegration rates by utilizing the ability of boron compounds to transform stem cells in the vertebra into osteoblasts. …”
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Supraglacial Ice Cliffs Can Substantially Increase the Mass Loss of Debris‐Covered Glaciers by Pascal Buri, Evan S. Miles, Jakob F. Steiner, Silvan Ragettli, Francesca Pellicciotti

“…Abstract The thinning patterns of debris‐covered glaciers in High Mountain Asia are not well understood. …”
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Exploring the profile and risk factors associated with self-harm ideation and behaviors in adolescents with high psychoticism by Xiao-Ming Xu, Ru-Hong Jiang, Yu-Shuang Han, Wo Wang, Ming Ai, Jian-Mei Chen, Jun Cao, Xiao-Rong Chen, Zhen Lv, He-Yan Xu, Da-Qin Ding, Su Hong, Jing-Lan He, Qi Zhang, Lei Shi, Ning Du, Jin-Hui Hu, Li Kuang

“…Actual self-harm rates were 4.7% (lifetime), 1.64% (past year), and 0.37% (past month). …”
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