Impact of diet on inflammatory bowel disease risk: systematic review, meta-analyses and implications for preventionResearch in context by Antoine Meyer, Manasi Agrawal, Einat Savin-Shalom, Emily C.L. Wong, Carrie Levinson, Stephanie Gold, Neeraj Narula, Jean-Frédéric Colombel, Franck Carbonnel

“…High fiber intake (pooled aHR 0.53, 95% CI: 0.41–0.70), Mediterranean diet (pooled aHR 0.59, 95% CI: 0.43–0.81), healthy diet (pooled aHR 0.70, 95% CI: 0.54–0.91), and unprocessed or minimally processed foods (pooled aHR 0.71, 95% CI: 0.53–0.94) were associated with a lower risk of CD. …”
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A Deep Paraphrase Identification Model Interacting Semantics with Syntax by Leilei Kong, Zhongyuan Han, Yong Han, Haoliang Qi

“…Then, DPIM-ISS learns the paraphrase pattern from this representation interacting the semantics with syntax by exploiting a convolutional neural network with convolution-pooling structure. …”
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Sentiment Analysis of Tweets on Prakerja Card using Convolutional Neural Network and Naive Bayes by Pahlevi Wahyu Hardjita, Nurochman, Rahmat Hidayat

“…Convolutional neural network (CNN) is a deep learning algorithm that uses one or more layers commonly used for pattern recognition and image recognition. Having applied these methods, this research found that the CNN model with the GlobalMaxPooling layer is the best model of the other two CNN models. …”
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Enhancing Tomato Leaf Disease Detection via Optimized VGG16 and Transfer Learning Techniques by Sandy Putra Siregar, Imam Akbari, Poningsih Poningsih, Anjar Wanto, Solikhun Solikhun

“…Thus, max pooling was employed to reduce dimensionality while retaining crucial information. …”
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An Efficient Algorithm for Small Livestock Object Detection in Unmanned Aerial Vehicle Imagery by Wenbo Chen, Dongliang Wang, Xiaowei Xie

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The impact of the Brazilian family health strategy on selected primary care sensitive conditions: A systematic review. by Mayara Lisboa Bastos, Dick Menzies, Thomas Hone, Kianoush Dehghani, Anete Trajman

“…Due to differences in methods and outcomes reported, pooling of results was not possible.<h4>Results</h4>Of 1831 records found, 31 met our inclusion criteria. …”
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Accurate Indoor Home Location Classification through Sound Analysis: The 1D-ILQP Approach by Umut Erman, Türker Tuncer, Nura Abdullahi, Sengul Dogan, Erhan Akbal

“…At the core of our approach is the introduction of a local feature generator, referred to as the one-dimensional Improved Local Quadruple Pattern (1D-ILQP). This novel 1D-ILQP plays a central role in the feature extraction process, generating textural features from the acoustic signals. …”
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The exit of mouse embryonic fibroblasts from the cell-cycle changes the nature of solvent exposure of the 5'-methylcytosine epitope within chromatin. by Selcen Çelik, Yan Li, Chris O'Neill

“…The methylation of CpG dinucleotides is a pervasive epigenetic signature with critical roles governing genomic stability and lineage-specific patterns of gene expression. Reprogramming the patterns of CpG methylation accompanies key developmental transitions and the onset of some pathologies, such as cancer. …”
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Duration of protection against malaria and anaemia provided by intermittent preventive treatment in infants in Navrongo, Ghana. by Matthew Cairns, Ilona Carneiro, Paul Milligan, Seth Owusu-Agyei, Timothy Awine, Roly Gosling, Brian Greenwood, Daniel Chandramohan

“…Analysis of first-or-only clinical malaria episode following the individual IPTi doses showed that some protection against malaria lasted between 4 to 6 weeks. A similar pattern was seen when the incidence of all malaria episodes up to 2 years of age was analysed in relation to the most recent IPT, by pooling the incidence of malaria after the individual IPTi doses. …”
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Populations of the Australian Saltmarsh Mosquito Aedes vigilax Vary Between Panmixia and Temporally Stable Local Genetic Structure by Thomas L. Schmidt, Nancy Endersby‐Harshman, Toby Mills, Rahul Rane, Gunjan Pandey, Chris Hardy, Leon Court, Cameron Webb, Brendan Trewin, Brett Neilan, Ary A. Hoffmann

“…ABSTRACT Pest management programmes can operate more effectively when movement patterns of target species are known. As individual insects are difficult to track, genomic data can instead be used to infer movement patterns based on pest population structure and connectivity. …”
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Human Action Recognition Method Based on Multi-channel Fusion by Zhiyong TAO, Xijun GUO, Xiaokui REN, Ying LIU, Zemin WANG

“…This capability is crucial for accurately recognizing complex and continuous actions. A global average pooling (GAP) layer is implemented to bridge the gap between the extracted feature maps and the action classifier. …”
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Painting the diversity of a world's favorite fruit: A next generation catalog of cultivated bananas by Julie Sardos, Alberto Cenci, Guillaume Martin, Catherine Breton, Valentin Guignon, Ines Van den Houwe, Yaleidis Mendez, Gabriel L. Sachter‐Smith, Rachel Chase, Max Ruas, Ronan Rivallan, Janet Paofa, William Wigmore, David Tilafono Hunter, Angélique D'Hont, Nabila Yahiaoui, Christophe Jenny, Xavier Perrier, Nicolas Roux, Mathieu Rouard

“…Examining the genomic patterns obtained, intra‐cultivar group variability was discovered. …”
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Is Clonal Integration a Buffer for the Stress of Resource Acquisition Depletion in <i>Eichhornia crassipes</i> (Pontederiaceae) Ramets? by Guilherme Ramos Demetrio, Dalton Serafim, Flávia de Freitas Coelho

“…In this sense, regarding trade-off patterns in biomass allocation among vegetative organs and under resource depletion, clonal integration may represent a way to stabilize biomass allocation patterns and may decrease trade-off importance. …”
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Estimating Trends in Cardiovascular Disease Risk for the EXPOSE (Explaining Population Trends in Cardiovascular Risk: A Comparative Analysis of Health Transitions in South Africa a... by Shaun Scholes, Jennifer S Mindell, Mari Toomse-Smith, Annibale Cois, Kafui Adjaye-Gbewonyo

“…Predicted CVD risk using the Globorisk algorithms was lower on average in absolute terms, but the pattern of change was very similar. Trends in the individual risk components showed a complex pattern. …”
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Assessing the synergism among environmental gradients: Towards a better understanding of macroecological hypotheses by Mario R Moura

“…More specifically, I address the role of ambient-energy, climatic stability, habitat heterogeneity, productivity, and topographic complexity in shaping broad-scale patterns of tropical vertebrates under three different aspects of biological diversity: species richness, species pools, and species composition. …”
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Spatial muscle synergy-based network modeling and analysis of sit-to-stand transition with and without robot assistance by Tianyi Wang, Tianyi Wang, An Guo, Keisuke Shima, Keisuke Shima, Yuko Ohno

“…The findings suggest adaptability in human motor system responses to external assistance, with implications for refining robotic assistance strategies to align with natural movement patterns. Future research could involve a more diverse participant pool and explore upper-limb support.…”
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The control of effective source rocks on the distribution of hydrocarbon reservoirs in a lacustrine rift-basin: insights from a 3D basin modeling study by Bang Zeng, Jianhua Qu, Zhongrong Mi, En Xie, Hui Fu, Sibo Yang, Yang Shi, Meijun Li

“…The findings reveal that reservoirs in lacustrine rift-basins are closely linked to effective source rocks, exhibiting lateral migration patterns that form rings around the source kitchen, as well as vertical migration patterns concentrated above the effective source rock centers. …”
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Seasonal variation in dietary overlap between yellow perch (Perca flavescens) and bluegill (Lepomis macrochirus) in backwater lakes of a large river by Steven A. DeLain, Christopher R. Dawald, Nicole K. Ward

“…When large river ecosystems exhibit shifting habitat mosaics and fish community composition, understanding spatial-temporal dietary patterns may inform season-specific dietary overlap between species. …”
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Quantifying temporal niche abundance through environmental predictability and seasonality: A novel framework for biodiversity assessment by Lei Huang, Futing Zhao, Shuwen Guo, Li Liu, Rongguang Zhang

“…Furthermore, we propose that “temporal niche pools” could serve as spatial anchors for conserving temporal biodiversity. …”
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Greed, grievance, and the displacement of identity: Courses of community conflict in the Mahaweli resettlement scheme in Sri Lanka by Pulsie Epa

“…The findings indicate that within these main drivers, factors such as cultural issues, social adaptability, land use patterns, traditional ways of life, poverty, modern development practices, macro-level policy design, weak implementation, the intervention of powerful political groups, administrative patterns, resource scarcity, land and forest encroachment, overconsumption of common pool resources, and resource abundance were identified as key leverage points. …”
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