Unpacking complex interventions that manage care for high-need, high-cost patients: a realist review by Eva Chang, Rania Ali, Nancy D Berkman

“…Identifying HNHC patients for inclusion in interventions requires capturing a combination of characteristics including their prior use of healthcare services, complexity of chronic disease(s) profile, clinician judgment and willingness to participate. …”
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Evaluation of community behavior regarding the risk of plastic micro-pollution on the environment health by D. Utari, N.I. Hawa, G. Fizumli, H. Agustina

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The Tasmanian Estuary Perch Population—A Threatened Species? by Jonah L. Yick, Bryan Van Wyk, James Haddy

“…During a re-survey in December 2023, 378 estuary perch were captured, with 191 tagged and released, and 31 fish retained for age and gonad analysis. …”
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Constructing meaningful code changes via graph transformer by Shikai Guo, Mengxuan Li, Xin Ge, Hui Li, Rong Chen, Tingting Li

“…To address the missing syntactic structural information of the source code limitation, the code graph embedding component captures the types and patterns of code changes by encoding the source code into a code graph structure from the lexical and syntactic representations of the source code. …”
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A generative adversarial network with multiscale and attention mechanisms for underwater image enhancement by Liquan Zhao, Yuda Li, Tie Zhong

“…Next, we design a multi-scale dilated convolution module to capture underwater features at different scales. Then, we design a feature fusion adaptive attention module to reduce the interference of redundant features and enhance the local perception capabilities. …”
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Can computer simulation support strategic service planning? Modelling a large integrated mental health system on recovery from COVID-19 by Livia Pierotti, Jennifer Cooper, Charlotte James, Kenah Cassels, Emma Gara, Rachel Denholm, Richard Wood

“…Simulating the impact of possible mitigation strategies, results show that increasing capacity in lower-acuity services, such as GP, causes a shift in demand to other parts of the mental health system while decreasing length of stay in higher acuity services is insufficient to mitigate the impact of increased demand. Conclusion In capturing the interrelation of patient flow related dynamics between various mental health care settings, we demonstrate the value of computer simulation for assessing the impact of interventions on system flow.…”
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Automated Cattle Monitoring System for Calving Time Prediction Using Trajectory Data Embedded Time Series Analysis by Wai Hnin Eaindrar Mg, Thi Thi Zin, Pyke Tin, Masaru Aikawa, Kazayuki Honkawa, Yoichiro Horii

“…Designed for large-scale farms, our system offers continuous 12-h monitoring, ensuring precise capture of cattle movements. By utilizing time series analysis on the trajectory data, our system predicts calving events in advance, effectively distinguishing between abnormal (requiring human assistance) and normal (not requiring assistance) for each cow. …”
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Classifying tumour infiltrating lymphocytes in oral squamous cell carcinoma histopathology using joint learning framework by Barun Barua, Genevieve Chyrmang, Kangkana Bora, Gazi N. Ahmed, Lopamudra Kakoti, Manob Jyoti Saikia

“…This dual-encoder approach enables OralTILs-ViT to capture complex tissue-cellular interactions, classifying TILs infiltration categories consistent with Broders’ grading system-“Moderate to Marked”, “Slight” and “None to Very Less.” …”
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Intelligent model for forecasting fluctuations in the gold price by Mahdieh Tavassoli, Mahnaz Rabeei, Kiamars Fathi Hafshejani

“…Furthermore, the deep learning approach is used to investigate how effective the selected variables are in gold price fluctuations.Findings: The results indicated that Support Vector (SV) models were more accurate than GARCH models in capturing fluctuations and that BMA outperformed TVPDMA and TVPDMS. …”
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Comparative analysis of sloshing effects on elevated water tanks’ dynamic response using ANN and MARS by Tahera, Neethu Urs, K. Shashi Raj, Rakesh Kumar, Harish Soundalgekar, T. Deepa, Mohd Asif Shah

“…In order to precisely capture the fluid–structure interaction, this work uses a 3D finite element model based on the Coupled Eulerian–Lagrangian (CEL) approach to investigate the dynamic response of raised water tanks under seismic excitation. …”
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TARREAN: A Novel Transformer with a Gate Recurrent Unit for Stylized Music Generation by Yumei Zhang, Yulin Zhou, Xiaojiao Lv, Jinshan Li, Heng Lu, Yuping Su, Honghong Yang

“…This model improves the temporal coherence of music by utilizing the gate recurrent unit (GRU), which enhances the model’s ability to capture the dependencies between sequential elements. …”
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Agent based modelling of blood borne viruses: a scoping review by Seun Ale, Elizabeth Hunter, John D. Kelleher

“…However, these models do not capture the impact of individual and social factors that affect the spread of common blood-borne viruses (BBVs) such as human immunodeficiency virus (HIV), hepatitis C virus (HCV), and hepatitis B virus (HBV). …”
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Living with bipolar disorder: A study of the lived experience of Saudi employees diagnosed with bipolar disorder in the workplace by Hessah Alzahrani

“…The design focuses on capturing the unique experiences and perspectives of individuals through semi-structured interviews, aiming to uncover the nuanced ways in which BD influences their work life. …”
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CARDIAC-STAR: prevalence of cardiovascular comorbidities in patients with HR + /HER2 − metastatic breast cancer by Susan Dent, Avirup Guha, Heather Moore, Doris Makari, Rachael McCaleb, Irene Arias, Stella Stergiopoulos, Benjamin Li, Michael Fradley

“…For each patient, data on pre-existing CV comorbidities and first-line treatments were captured for 12 months before and 6 months after the index date, respectively. …”
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Multi-Temporal Image Fusion-Based Shallow-Water Bathymetry Inversion Method Using Active and Passive Satellite Remote Sensing Data by Jie Li, Zhipeng Dong, Lubin Chen, Qiuhua Tang, Jiaoyu Hao, Yujie Zhang

“…Next, multiple images captured at different times are fused to remove noise caused by water surface fluctuations and surface vessels. …”
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Six-year performance of risk-based selection for lung cancer screening in the Manchester Lung Health Check cohort by Matthew Sperrin, Haval Balata, Richard Booton, Hilary A Robbins, Philip A J Crosbie, Patrick Goodley

“…Lung cancers diagnosed by any route were captured within 6 years of risk assessment, for both screened and non-screened participants. …”
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Percepción del proceso de enseñanza-aprendizaje durante la especialización en enfermería de una universidad privada del Cusco by Cecilia Verónica Huamám Críspin, Rewards Palomino Taquire

“… Aún existen aspectos poco investigados que podrían asegurar la calidad en las organizaciones universitarias a pesar del constante avance en el conocimiento, la globalización y la búsqueda de la calidad en la educación superior han permitido a la gestión universitaria identificar las brechas actuales para atender las demandas de los grupos de interés y partes interesadas, el presente artículo tiene por objetivo, describir la percepción del proceso de enseñanza-aprendizaje durante la especialización de enfermería en una universidad privada de Cusco, investigación de tipo cuantitativa, descriptiva y de corte transversal, la muestra fue conformada por 81 licenciados en enfermería entre varones y mujeres, a quienes se les aplicó el cuestionario denominado, percepción del proceso de enseñanza-aprendizaje con una confiabilidad de Alfa de Cronbach ,9.45 la cual resulto excelente, la prueba de Kolmogórov-Smirnov (KS) reporto (Sig. 000, P<.05) la cual sé interpreta que la variable y dimensiones no asumen una distribución normal,  para describir los resultados se utilizó tablas de contingencia, estadística descriptiva y el estadístico de Kruskal Wallis para contrastar hipótesis, los resultados demostraron que los estudiantes de la segunda especialidad en enfermería de la universidad del Cusco el (51.9%) percibió el proceso de enseñanza aprendizaje de nivel bajo, al igual que en la dimensión organizativa el (43.3%) la percepción fue bajo, se concluye, las organizaciones universitarias deben alinearse a los contextos y exigencias de la globalización  de la educación superior en el rediseño y redefinición de los procesos educativos en busca de la calidad. …”
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PGTransNet: a physics-guided transformer network for 3D ocean temperature and salinity predicting in tropical Pacific by Song Wu, Senliang Bao, Wei Dong, Senzhang Wang, Xiaojiang Zhang, Chengcheng Shao, Junxing Zhu, Xiaoyong Li

“…Firstly, we design a loss function that deliveries the physical relationship among temperature, salinity and density by fusing the Thermodynamic Equation. Secondly, to capture global and long-term dependencies effectively, we add the Pacific Decadal Oscillation (PDO) and North Pacific Gyre Oscillation (NPGO) in the embedding layer. …”
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A Line of Sight/Non Line of Sight Recognition Method Based on the Dynamic Multi-Level Optimization of Comprehensive Features by Ziyao Ma, Zhongliang Deng, Zidu Tian, Yingjian Zhang, Jizhou Wang, Jilong Guo

“…A mamba module with position coding is added to each layer to capture the local patterns of wireless signals under complex propagation phenomena by extracting local features, enabling the model to understand the evolution of signals over time in a deeper way. …”
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Patient-Centric Structural Determinants of Adherence Rates Among Asthma Populations: Exploring the Potential of Patient Activation and Encouragement Tool TRUSTR to Improve Adherenc... by Asim Zia, Arthur Brassart, Sheila Thomas, Fen Ye, Judith J. Stephenson, C. Daniel Mullins, Christopher A. Jones

“…Methodologically, lateralization approach demonstrates the potential to capture real-world evidence beyond clinical data and merge it with clinical data.…”
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