Addressing power imbalance in research: exploring power in integrated knowledge translation health research by Jacqui Cameron, Anita Kothari, Renee Fiolet

“…Abstract Introduction Integrated knowledge translation (IKT) is a knowledge translation framework that focuses collaboration between researchers and knowledge users (KUs) to generate research findings. …”
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Dengue algorithms integrated into the IMCI guidelines: An updated assessment in five Southeast-Asian countries. by Stephanie Petzold, Kerstin D Rosenberger, Bridget Wills, Jacqueline Deen, Martin W Weber, Thomas Jaenisch, IDAMS IMCI study group

“…<h4>Background</h4>Dengue is not included explicitly in the WHO Integrated Management of Childhood Illness (IMCI) algorithm. …”
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Design and Validation of a Real-Time Maintenance Monitoring System Using BIM and Digital Twin Integration by Seung-Won Yang, Yuki Lee, Sung-Ah Kim

“…Unlike conventional periodic inspections, which miss dynamic changes and increase costs, this system uses a BIM model at LOD 400 for a solar-powered noise barrier tunnel integrated with the Wansan Tunnel in South Korea. …”
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Improved seamless mapping of surface O3 concentrations using an integrated deep learning framework by Tongwen Li, Jingan Wu, Yuan Wang, Yuenong Su

“…To achieve seamless O3 mapping, researchers typically either reconstructed the missing satellite input data before the O3 inversion or reconstructed the missing O3 data after inversion. …”
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Integrative analysis of seed morphology, geographic origin, and genetic structure in Medicago with implications for breeding and conservation by Seunghyun Lim, Sunchung Park, Insuck Baek, Jacob Botkin, Jae Hee Jang, Seok Min Hong, Brian M. Irish, Moon S. Kim, Lyndel W. Meinhardt, Shaun J. Curtin, Ezekiel Ahn

“…Finally, we successfully imputed missing M. sativa SNP genotypes using multiple machine learning approaches, achieving over 70% accuracy overall and over 80% for individual nucleotides (A, T, C, G), enhancing the utility of genomic datasets with missing data. …”
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HarmonizR: blocking and singular feature data adjustment improve runtime efficiency and data preservation by Simon Schlumbohm, Julia E. Neumann, Philipp Neumann

“…Due to the inherent presence of missing values by such methods and their additional introduction by means of data integration, renowned algorithms such as ComBat and limma are unable to perform batch effect adjustment. …”
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Challenges in AI-driven multi-omics data analysis for Oncology: Addressing dimensionality, sparsity, transparency and ethical considerations by Maryem Ouhmouk, Shakuntala Baichoo, Mounia Abik

“…These methods have advanced the handling of missing data and dimensionality, outperforming traditional approaches. …”
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Semi-supervised contrastive learning variational autoencoder Integrating single-cell multimodal mosaic datasets by Zihao Wang, Zeyu Wu, Minghua Deng

“…The main task of scGCM is to integrate single-cell multimodal mosaic data and eliminate batch effects. …”
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Teachers’ views on the role of economic and management sciences in preparing learners for accounting in the Further Education and Training Phase by Jabulisile C. Ngwenya, Siyacela Nzuza

“…The findings of the study reveal that teachers understood that EMS was an integrated subject. However, Grade 9 teachers struggled to teach EMS in an integrated manner and this hampered the teaching of financial literacy. …”
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Monitoring of torrent control structures: An integrated approach from first‐level inspections to maintenance strategies by Alessio Cislaghi, Emanuele Morlotti, Sara Cucchiaro, Paola Morando, Gian Battista Bischetti

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An integrated workflow combining machine learning and wavelet transform for automated characterization of heterogeneous groundwater systems by Musaab A. A. Mohammed, Norbert P. Szabó, Abdelrhim Eltijani, Péter Szűcs

“…The proposed methodology is initiated with the imputation of missing deep resistivity logs from spontaneous potential, natural gamma ray, and medium resistivity logs utilizing a gated recurrent unit (GRU) neural network. …”
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Integrative approaches to depression in end-stage renal disease: insights into mechanisms, impacts, and pharmacological strategies by Cheng Yuan, Fengpei Chang, Fengpei Chang, Hongfu Zhai, Jiayin Du, Danqin Lu, Haoli Ma, Xiaoyan Wu, Xiaoyan Wu, Ping Gao, Lihua Ni

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The rise of AI-assisted instructional leadership: empirical survey of generative AI integration in school leadership and management work by Izhak Berkovich

“…These insights contribute to the limited research on GenAI’s integration into school leadership by offering some of the missing empirical evidence on the scope and direction of the phenomenon.…”
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Geopolitical (non) opportunities vs. "late" response of the foreign political service of North Macedonia in the process of European integration by Jelisavac-Trošić Sanja, Arnaudov Mitko

“…Another significant moment that was missed in the European integration process of Skopje, covers the period from 2006 to 2017 with two stages: the period leading up to the NATO Summit in Bucharest in 2008 and the period after this summit, up to the change of power of former Prime Minister Nikola Gruevski, which has led to a multiple crisis within that country. …”
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Attack Analysis Framework of Space-Integrated-Ground Information Network Based on Cybersecurity Knowledge Graph by Yulu QI, Rong JIANG, Xing RONG, Aiping LI

“…While realizing global coverage, random access, on-demand service, security and credibility, the space-integrated-ground information network(SGIN) is confronted with more complex and variable security threats.Compared with the internet, satellite network has a lot of diff erences, such as highly dynamic changes of topology, transfer protocol and data format.In terms of these questions, it was necessary to integrated the rule of satellite network attacks into the rules of APT attacks, developed the cybersecurity knowledge graph and the attack rules library to analyzed the attacks of the SGIN.The pattern of attack rules was expressed based on time-space data model, which was used to completed the attack chain when there were non-continuous missed data or false positives data.The attack analysis framework proposed in this paper could accurately perceived the security status of the SGIN in real time , and provided decision support for the SGIN.…”
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Attack Analysis Framework of Space-Integrated-Ground Information Network Based on Cybersecurity Knowledge Graph by Yulu QI, Rong JIANG, Xing RONG, Aiping LI

“…While realizing global coverage, random access, on-demand service, security and credibility, the space-integrated-ground information network(SGIN) is confronted with more complex and variable security threats.Compared with the internet, satellite network has a lot of diff erences, such as highly dynamic changes of topology, transfer protocol and data format.In terms of these questions, it was necessary to integrated the rule of satellite network attacks into the rules of APT attacks, developed the cybersecurity knowledge graph and the attack rules library to analyzed the attacks of the SGIN.The pattern of attack rules was expressed based on time-space data model, which was used to completed the attack chain when there were non-continuous missed data or false positives data.The attack analysis framework proposed in this paper could accurately perceived the security status of the SGIN in real time , and provided decision support for the SGIN.…”
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Power outage-risk integrated social vulnerability analysis highlights disparities in small residential communities by Farzane Ezzati, Qingyang Xiao, Zhijie Sasha Dong, Junfeng Jiao, Alyson Vargas, Vincent Yeh, Thomas Ptak, Kai Pan

“…Here we introduce a conceptual Power Outage-Risk integrated Social Vulnerability Index (PO-RSVI) to assess vulnerability of small residential communities to prolonged outages. …”
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Underwater Target 3D Reconstruction via Integrated Laser Triangulation and Multispectral Photometric Stereo by Yang Yang, Yimei Liu, Eric Rigall, Yifan Yin, Shu Zhang, Junyu Dong

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Commentary for Addressing the Multiple Behavioural Risk Factors: A Call for Integrated Adolescent Health Interventions by Aprezo Pardodi Maba

“…This fragmented approach may overlook the synergistic consequence of behavioural risks and misses critical opportunities for more holistic and efficient solutions. …”
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Integrated Wastewater Remediation and Energy Production: Microfluidic Photocatalytic Fuel Cells Enabled by Dye Pollutants by Youquan Zhou, Fangzhou Luo, Zhichao Wang, Jiayi Zhu, Hao Yang

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