Modeling phase equilibria for a water-CO2-hydrocarbon mixture using CPA equation of state in CO2 injection EOR-storage processes: a Colombian case study by Juan David Aristizábal Marulanda, Cristiam David Cundar Paredes, Christian David Guerrero Benavides, Andres Aguirre, Juan Andres Pasos, Ivan Dario Moncayo Riascos, Marco Ruiz, Pedro Nel Benjumea Hernández, William Mauricio Agudelo, Raúl Osorio Gallego

“…To achieve this, it is essential to have knowledge of the physicochemical interactions of CO2 with reservoir fluids. To integrate CO2, water and hydrocarbon phases, advanced models are required that capture the phenomenology of thermodynamic equilibrium. …”
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Placement of an elastic, biohybrid patch in a model of right heart failure with pulmonary artery banding by Yasunari Hayashi, Yasunari Hayashi, Seungil Kim, Seungil Kim, Seungil Kim, Taro Fujii, Taro Fujii, Drake Dalton Pedersen, Drake Dalton Pedersen, Takahiro Ozeki, Takahiro Ozeki, Hongbin Jiang, Antonio D’Amore, Antonio D’Amore, Antonio D’Amore, Antonio D’Amore, Antonio D’Amore, William R. Wagner, William R. Wagner, William R. Wagner

“…IntroductionIn a model of right heart failure secondary to pulmonary artery banding (PAB), a mechanical approach using an elastic, biodegradable epicardial patch with integrated extracellular matrix digest was evaluated for its potential to inhibit disease progression.MethodsAdult male syngeneic Lewis rats aged 6–7 weeks old were used. …”
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Pediatric pancreatic acinar cell carcinoma with a non-canonical BRAF-KMT2C fusion and a classic SND1-BRAF fusion: a case report and literature review by Yaqin Wang, Jiasi Zhang, Dimin Nie, Ai Zhang, Qun Hu, Aiguo Liu

“…A multidisciplinary treatment strategy integrating surgery, chemotherapy, and radiation therapy offers a promising precedent for improving therapeutic outcomes and prolonging survival in pediatric PACC cases.…”
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Perceived barriers to reaching equity in effective access to diagnosis and treatment for women with breast cancer in Chile by Carla Campaña, Báltica Cabieses, Alexandra Obach, Francisca Vezzani

“…The main barriers were for the high centralisation of healthcare in Chile, not integrated health system network, misinformation to the patient, and non-humanized healthcare. …”
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Lipidic folding pathway of α-Synuclein via a toxic oligomer by Vrinda Sant, Dirk Matthes, Hisham Mazal, Leif Antonschmidt, Franz Wieser, Kumar T. Movellan, Kai Xue, Evgeny Nimerovsky, Marianna Stampolaki, Magdeline Nathan, Dietmar Riedel, Stefan Becker, Vahid Sandoghdar, Bert L. de Groot, Christian Griesinger, Loren B. Andreas

“…Consistent with reports of anti-parallel β-strands being a defining feature of toxic αS pre-fibrillar intermediates, I1 impacts viability of neuroblasts and disrupts cell membranes, resulting in an increased calcium influx. Our results integrate the occurrence of anti-parallel β-strands as salient features of toxic oligomers with their significant role in the amyloid fibril assembly pathway. …”
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Precision Adverse Drug Reactions Prediction with Heterogeneous Graph Neural Network by Yang Gao, Xiang Zhang, Zhongquan Sun, Payal Chandak, Jiajun Bu, Haishuai Wang

“…The approach effectively integrates relations between patients and ADRs, and harnesses the power of heterogeneous Graph Neural Networks (GNNs) to address the limitations of traditional methods. …”
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Metabolic Modulation and Potential Biomarkers of the Prognosis Identification for Severe Aortic Stenosis after TAVR by a Metabolomics Study by Yanbiao Liao, Chang Liu, Tianyuan Xiong, Mingyue Zhao, Wen Zheng, Yuan Feng, Yijian Li, Yuanweixiang Ou, Zhengang Zhao, Yong Peng, Jiafu Wei, Qiao Li, Wei Meng, Xiaojing Liu, Mao Chen

“…Influential metabolites were identified by integrating the univariate test, multivariate analysis, and weighted gene coexpression network analysis (WGCNA) algorithm. …”
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Research on Innovative Apple Grading Technology Driven by Intelligent Vision and Machine Learning by Bo Han, Jingjing Zhang, Rolla Almodfer, Yingchao Wang, Wei Sun, Tao Bai, Luan Dong, Wenjing Hou

“…This study marks the first integration of advanced computer vision, image processing, and machine learning technologies to design an innovative automated apple grading system. …”
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Towards health justice: Implementing structural competency in women’s healthcare education by Daina Charnelle Fougang, Charles Mpofu, Dianne Wepa

“…Conclusion: This review establishes the importance of integrating structural competency into women’s healthcare education. …”
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OW-YOLO: An Improved YOLOv8s Lightweight Detection Method for Obstructed Walnuts by Haoyu Wang, Lijun Yun, Chenggui Yang, Mingjie Wu, Yansong Wang, Zaiqing Chen

“…The model’s backbone was restructured with the integration of the DWR-DRB (Dilated Weighted Residual-Dilated Residual Block) module. …”
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The impact of staple crop price instability and fragmented policy on food security and sustainable development: a case study from Bangladesh by Zia Ahmed, Abdul Kadir, Rafiul Alam, Hafiz-Al-Rezoan, Md. Aminul Haque Laskor

“…A review of national policy reveals that food stability, a key pillar of food security, is often overlooked, with no structured system for monitoring market prices. Integrating agricultural and climate policies could enhance resilience and productivity in agriculture. …”
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Chromatin environment-dependent effects of DOT1L on gene expression in male germ cells by Manon Coulée, Alberto de la Iglesia, Mélina Blanco, Clara Gobé, Clémentine Lapoujade, Côme Ialy-Radio, Lucia Alvarez-Gonzalez, Guillaume Meurice, Aurora Ruiz-Herrera, Pierre Fouchet, Julie Cocquet, Laïla El Khattabi

“…Here, by producing and integrating epigenomic and spike-in RNA-seq data, we decipher the molecular role of DOT1L during mouse spermatogenesis and show that it has opposite effects on gene expression depending on chromatin environment. …”
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Activation of the periaqueductal gray controls respiratory output through a distributed brain network by Mitchell Prostebby, Jashan Saini, Vivian Biancardi, Vivian Biancardi, Vivian Biancardi, Clayton T. Dickson, Clayton T. Dickson, Clayton T. Dickson, Clayton T. Dickson, Silvia Pagliardini, Silvia Pagliardini, Silvia Pagliardini

“…In contrast, stimulating PAG terminals in either preBötC or pFL with long or shorter timescale stimuli could not completely replicate the effects of direct PAG stimulation and also did not produce any respiratory reset.ConclusionsOur results show that the effects of PAG activity on respiration are not mediated solely by PAG inputs to either the preBötC or pFL and more likely involve integration across a larger network of brainstem areas.…”
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Enhancing Therapy Adherence: Impact on Clinical Outcomes, Healthcare Costs, and Patient Quality of Life by Urszula Religioni, Rocío Barrios-Rodríguez, Pilar Requena, Mariola Borowska, Janusz Ostrowski

“…Interventions such as patient education, streamlined treatment regimens, and the integration of digital health tools have shown promise in addressing adherence barriers. …”
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数字健康技术在卒中一级预防中的应用与挑战 The Application and Challenges of Digital Health Technology in Primary Prevention of Stroke by 熊维清1，赵一霖2，邱月3 (XIONG Weiqing1, ZHAO Yilin2, QIU Yue3 )

“…It also points out the challenges faced by the technology in practical application, including data quality, model generalization ability, integration into clinical practice, and privacy protection. …”
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Deep learning and radiomics for gastric cancer serosal invasion: automated segmentation and multi-machine learning from two centers by Hui Shang, Tao Feng, Dong Han, Fengying Liang, Bin Zhao, Lihang Xu, Zhendong Cao

“…The clinical features, radiomic features, and deep learning features were organized and integrated, and five machine learning methods were employed to develop 15 predictive models. …”
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Decoding Gestures in Electromyography: Spatiotemporal Graph Neural Networks for Generalizable and Interpretable Classification by Hunmin Lee, Ming Jiang, Jinhui Yang, Zhi Yang, Qi Zhao

“…Moreover, we show the effectiveness of our graph-based input structure and GCN-based classifier in maintaining high accuracy even with reduced sensor configurations, suggesting their potential for seamless integration into AI-powered rehabilitation strategies utilizing EMG-based gesture classification systems.…”
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Exploring a high-level programming model for the NWP domain using ECMWF microphysics schemes by S. Ubbiali, C. Kühnlein, C. Schär, L. Schlemmer, T. C. Schulthess, T. C. Schulthess, M. Staneker, H. Wernli

“…<p>We explore the domain-specific Python library GT4Py (GridTools for Python) for implementing a representative physical parametrization scheme and the related tangent-linear and adjoint algorithms from the Integrated Forecasting System (IFS) of ECMWF. GT4Py encodes stencil operators in an abstract and hardware-agnostic fashion, thus enabling more concise, readable, and maintainable scientific applications. …”
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Measuring above-ground carbon stock using spatial analysis and the InVEST model: application in the Thoria Watershed, India by Zhe Guo, Himani Sharma, Mahesh Jadav, Upeksha Hettiarachchi, Chiranjit Guha, Wei Zhang, Pratiti Priyadarshini, Ruth S Meinzen-Dick

“…This study introduces a novel methodology for evaluating above-ground carbon storage and sequestration in the Thoria watershed, India, using time-series open-access remotely sensed datasets and the InVEST (Integrated Valuation of Environmental Services and Tradeoffs) carbon model. …”
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Learning through “Research Cognitive Theory”: A new framework for developing 21st century research skills in secondary school students by Noora J. Al-Thani, Zubair Ahmad

“…Educators and policymakers are encouraged to integrate RCT-based frameworks into curricula and explore its scalability in various educational settings to enhance its impact on developing scientific identity and research-driven behaviors in students.…”
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