Aortic KD former: aortic multiclass segmentation using SegFormer via knowledge distillation by Nancy Mohamed Soliman, Medhat Awadalla, Mohamed Elhelw, Mustafa Elattar

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Interpretable flash flood susceptibility mapping in Yarlung Tsangpo River Basin using H2O Auto-ML by Fei He, Suxia Liu, Xingguo Mo, Zhonggen Wang

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A Low Complexity Algorithm for 3D-HEVC Depth Map Intra Coding Based on MAD and ResNet by Erlin Tian, Jiabao Zhang, Qiuwen Zhang

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Mapping the mineralogy in the Oxia Planum and Mawrth Vallis ExoMars landing sites – implications for aqueous alteration and paleoenvironmental evolution by Karen Itzel Reyes Ayala, Primož Kajdič, Jaime Urrutia Fucugauchi, Jesús Martínez Frías, Jorge L. Vago, Héctor Durand Manterola, Enrique Alejandro González Torres

“… Mineralogical studies constitute one of the main tools to investigate geological processes on Mars. Here, the mineralogy of the ExoMars landing sites Oxia Planum and Mawrth Vallis is analyzed based on multispectral datasets of the CRISM Compact Reconnaissance Imaging Spectrometer for Mars of Mars Reconnaissance Orbiter, TES Thermal Emission Spectrometer of Mars Global Surveyor and OMEGA Visible and Infrared Mineralogical Mapping Spectrometer of Mars Express are integrated and interpreted. …”
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High-resolution two-dimensional mapping of arsenic concentration in soil-water micro-interfaces with diffusive gradients in thin films by Xitong Li, Jiahui Zuo, Chuangchuang Zhang, Tieliang Zhang, Zeying He, Qiwen Zhou, Yujie Zhao, Wenjng Liu

“…The Bio-TiO₂ gel exhibited superior homogeneity, smaller particle sizes, and higher adsorption capacity for As(V) (133.6 μg/cm2) and As(III) (55.2 μg/cm2) compared to most reported As binding gels. The DGT measurements provided high-resolution, two-dimensional mapping on As distribution in soil-water micro-interfaces process during soil flooding and drainage conditions, elucidating As dynamics with a sub-millimeter resolution (∼0.1 mm per pixel). …”
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GEBCO and ETOPO1 gridded datasets for GMT based cartographic Mapping of Hikurangi, Puysegur and Hjort Trenches, New Zealand by Polina Lemenkova

“…Methodology is based on GMT (The Generic Mapping Tools) for mapping, plotting and modelling. …”
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Innovation process model: An integration of innovation costs, benefits and core competence by Asiamah Yeboah

“…Answers to these questions will provide a valuable insight and a better understanding for successful innovation process. To achieve this, the paper proposes a framework to integratively map innovation stages, costs, benefits, and core competence for successful innovation to build sustainable competitive advantage. …”
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Adapting and applying intervention mapping to integrate medical-legal partnership into organizations providing HIV care: an implementation methodology study by Miguel Muñoz-Laboy, Ashley French, Robin Davison, Samantha J. Morton, Emily A. Arnold, Abby E. Rudolph, Resa M. Jones, M. Isabel Fernandez, Omar Martinez

“…BackgroundImplementation science in public health has facilitated the translation of research findings into effective public health programming and evidence-based policy decision-making. One of the most prominent implementation science methodologies is intervention mapping, briefly defined as a rigorous protocol that guides the design of multi-level health promotion interventions and implementation strategies. …”
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Deep learning model for recognizing fresh and rotten fruits in industrial processes by Carlos Arias, Camilo Baldovino, José Gómez, Brian Restrepo, Sergio Sánchez

“…The models were evaluated in terms of accuracy, speed, and robustness under different lighting and background conditions to select the most suitable for real-time applications. The results showed that YOLOv8 achieved the best generalization, reaching a mAP@50 of 83.8% and an accuracy of 77.3%. …”
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Rehabilitation for People Living with Dementia: A Scoping Review of Processes and Outcomes by Maiken B. Ravn, Kirsten S. Petersen, Jette Thuesen

“…Included studies were mapped according to selected processes and outcome measures. …”
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Deep learning to classify the ripeness of coffee fruit in the mechanized harvesting process by Marco Antonio Zanella, Mikel Barrio-Conde, Jaime Gomez-Gil, Javier Manuel Aguiar-Perez, María Ángeles Pérez-Juárez, Fabio Moreira da Silva

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AERO-MAP: a data compilation and modeling approach to understand spatial variability in fine- and coarse-mode aerosol composition by N. M. Mahowald, L. Li, J. Vira, M. Prank, D. S. Hamilton, H. Matsui, R. L. Miller, P. L. Lu, P. L. Lu, E. Akyuz, D. Meidan, P. Hess, H. Lihavainen, C. Wiedinmyer, J. Hand, M. G. Alaimo, C. Alves, A. Alastuey, P. Artaxo, A. Barreto, F. Barraza, S. Becagli, G. Calzolai, S. Chellam, Y. Chen, P. Chuang, D. D. Cohen, C. Colombi, E. Diapouli, G. Dongarra, K. Eleftheriadis, J. Engelbrecht, C. Galy-Lacaux, C. Gaston, D. Gomez, Y. González Ramos, Y. González Ramos, R. M. Harrison, C. Heyes, B. Herut, B. Herut, P. Hopke, P. Hopke, C. Hüglin, M. Kanakidou, M. Kanakidou, M. Kanakidou, Z. Kertesz, Z. Klimont, K. Kyllönen, F. Lambert, F. Lambert, X. Liu, R. Losno, F. Lucarelli, W. Maenhaut, B. Marticorena, R. V. Martin, N. Mihalopoulos, N. Mihalopoulos, Y. Morera-Gómez, A. Paytan, J. Prospero, S. Rodríguez, S. Rodríguez, P. Smichowski, D. Varrica, B. Walsh, C. L. Weagle, X. Zhao

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Cocreating the Visualization of Digital Mobility Outcomes: Delphi-Type Process With Patients by Jack Lumsdon, Cameron Wilson, Lisa Alcock, Clemens Becker, Francesco Benvenuti, Tecla Bonci, Koen van den Brande, Gavin Brittain, Philip Brown, Ellen Buckley, Marco Caruso, Brian Caulfield, Andrea Cereatti, Laura Delgado-Ortiz, Silvia Del Din, Jordi Evers, Judith Garcia-Aymerich, Heiko Gaßner, Tova Gur Arieh, Clint Hansen, Jeffrey M Hausdorff, Hugo Hiden, Emily Hume, Cameron Kirk, Walter Maetzler, Dimitrios Megaritis, Lynn Rochester, Kirsty Scott, Basil Sharrack, Norman Sutton, Beatrix Vereijken, Ioannis Vogiatzis, Alison Yarnall, Alison Keogh, Alma Cantu

“…An open-ended questionnaire was used in round 1 to understand what aspects of mobility were most influenced by their health condition. These responses were mapped onto relevant digital mobility outcomes and walking experiences and then prioritized for visualization. …”
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Global mapping of epidemic risk assessment toolkits: A scoping review for COVID-19 and future epidemics preparedness implications. by Bach Xuan Tran, Bach Xuan Tran, Long Hoang Nguyen, Linh Phuong Doan, Tham Thi Nguyen, Giang Thu Vu, Hoa Thi Do, Huong Thi Le, Carl A Latkin, Cyrus S H Ho, Roger C M Ho

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Bioinformatics approach to processing data from high-throughput sequencing of small RNA molecules by A. A. Zharikova, Yu. V. Vyatkin, A. V. Kiseleva, A. N. Meshkov

“…The instrumental composition of the final bioinformatics protocol is critically important for the correct data processing and study reproduction. This review describes the most universal protocol for processing the results of high-throughput sequencing of small RNA molecules, including all the main stages and the most widely used programs.…”
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Comparison of Hadoop Mapreduce and Apache Spark in Big Data Processing with Hgrid247-DE by Firmania Dwi Utami, Femi Dwi Astuti

“…In today’s rapidly evolving information technology landscape, managing and analyzing big data has become one of the most significant challenges. This paper explores the implementation of two major frameworks for big data processing: Hadoop MapReduce and Apache Spark. …”
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Mapping climate discourse to climate opinion: An approach for augmenting surveys with social media to enhance understandings of climate opinion in the United States. by Jackson Bennett, Benjamin Rachunok, Roger Flage, Roshanak Nateghi

“…However, the dependencies between topic discussion and climate opinion are not always intuitive and often require augmenting the analysis with a topic's most frequent n-grams and most representative tweets to effectively interpret the relationship. …”
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Cart-State-Aware Discovery of E-Commerce Visitor Journeys with Process Mining by Bilal Topaloglu, Basar Oztaysi, Onur Dogan

“…As a result of this empirical study, we identified the most significant factors for process structuredness and their relationships. …”
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The Importance of the Model Choice for Experimental Semivariogram Modeling and Its Consequence in Evaluation Process by Alessandro Mazzella, Antonio Mazzella

“…This new software, named “Kriging Assistant” (KA) and developed within the Department of Geoengineering and Environmental Technologies University of Cagliari, is able, with a marginal support of the user, to produce 2D and 3D grids and contour maps of sampled data. A comparison between kriging results obtained by KA and two of the most common data analysis softwares (Golden Software Surfer and ESRI Geostatistical Analyst for ArcMap) is presented in this paper. …”
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ACTIVITIES OF THE MIDDLE EAST QUARTET AND ITS PARTICIPANTS TO ACHIEVE ISRAELI-PALESTINIAN SETTLEMEN WITHIN THE ROAD MAP PROJECT (2003 – 2008) by I. A. Leshchenya

“…The most active phase in the work of the Quartet of international intermediaries was connected with the attempts to implement the Road Map plan for the Israeli-Palestinian peace settlement. …”
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