Informational Approaches in Modelling Social and Economic Relations: Study on Migration and Access to Services in the European Union by Florentina-Loredana Dragomir-Constantin, Camelia Madalina Beldiman, Monica Laura Zlati

“…The applied methodology includes attribute distribution analysis, identification of hidden patterns through clustering algorithms (K-Means and Expectation-Maximisation) and training of classifiers using regression decision trees with linear leaf models (M5P) corresponding to interdependent data processing and integration modules, exploratory analysis module, machine learning and decision-making modules, oriented to support public policies through explainable scenarios and predictive-evaluative structures. …”
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Age-dependent shifts in root resource allocation strategies of Pinus yunnanensis seedlings under variable light gradients by Yuanxi Liu, Guihe Duan, Junwen Wu, Rui Shi

“…To elucidate how seedling age affects shade adaptation mechanisms in Pinus yunnanensis, we conducted a light intensity experiment with 1- and 3-year-old seedlings under five light levels (100%, 80%, 45%, 30%, and 5% of full sunlight). We evaluated the root non-structural carbohydrates (NSC), carbon:nitrogen:phosphorus (C:N:P) stoichiometry, and biomass allocation using phenotypic plasticity indices and correlation analysis. …”
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Successful Rehabilitation and Release of a Korean Water Deer (<i>Hydropotes inermis argyropus</i>) After a Femoral Head Ostectomy (FHO) by Sohwon Bae, Minjae Jo, Woojin Shin, Chea-Un Cho, Son-Il Pak, Sangjin Ahn

“…GPS tracking data were collected to evaluate the water deer’s post-release adaptation and movement patterns. …”
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A Century of Economic Development: Assessing the Governance of the National Development Planning System in Türkiye by Rahim Taghizadeh

“…With the systemic approach, we intend to describe the interactions and relationships of the components and elements of the planning system to achieve the objectives. The evaluation of the governance pattern of the planning system shows that the development planning system in Türkiye has been dynamic and has evolved over the past one hundred years through structural reforms. …”
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Adrenal Mass in a 70-Year-Old Woman by Kiana Karimi, Mohsen Nikzad, Sohrab Kulivand, Shiva Borzouei

“…Imaging investigations revealed a large 187 × 85 × 140 mm mass between the liver and upper pole of the right kidney which has displaced the adjacent structures. Hormonal evaluations detected high levels of cortisol and adrenal androgens. …”
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Metastable Substructure Embedding and Robust Classification of Multichannel EEG Data Using Spectral Graph Kernels by Rashmi N. Muralinath, Vishwambhar Pathak, Prabhat K. Mahanti

“…The potential of graph Koopman embeddings in identifying latent metastable connectivity structures has been demonstrated with empirical analyses. …”
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Sportorthopädie by Beitzel K, Reuter S, Imhoff AB, Braun S

“…Overhead and throwing sports can result in structural longterm damage to the athletes shoulder due to their specific movement pattern. …”
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Brain Network Alterations in Chronic Spinal Cord Injury: Multilayer Community Detection Approach by Farzad V. Farahani, Lukman E. Ismaila, Cristina L. Sadowsky, Haris I. Sair, Li Min Chen, Visar Belegu, James J. Pekar, Martin A. Lindquist, Ann S. Choe

“…Cortical reorganization, in particular, can be evaluated through network (graph) analysis of interregional functional connectivity. …”
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Classification of Short-Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network by Md Hassanuzzaman, Samit Kumar Ghosh, Mohammad Nurul Akhtar Hasan, Mohammad Abdullah Al Mamun, Khawza I. Ahmed, Raqibul Mostafa, Ahsan H. Khandoker

“…Phonocardiograms (PCGs), as a non-invasive and cost-effective diagnostic modality, capture vital acoustic signals that reflect the mechanical activity of the heart and can reveal pathological patterns associated with various CHD types. This study investigates the minimum signal duration required for accurate automatic classification of heart sounds and evaluates signal quality using the root mean square of successive differences (RMSSD) and the zero-crossing rate (ZCR). …”
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Improving Mobility: A Case Report on the Rehabilitation of a Gait Anomaly in an Asian Elephant at a Thai Elephant Conservation Center by Siriphan Kongsawasdi, Kittichai Wantanajittikul, Therdchai Jivacate, Warangkhana Langkaphin, Saran Chansitthiwet, Petthisak Sombutputorn, Kittikul Namwongprom, Narueporn Kittisirikul, Siripat Khammesri, Taweepoke Angkawanish

“…This report underscores the potential of a coordinated interprofessional approach to restore functional gait patterns in elephants and offers valuable insights for future rehabilitative strategies in managing complex musculoskeletal injuries in large mammals.…”
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Long‐term dynamics of coastal dune landscapes and habitat diversity: Insights from a quarter century of resurveys in Castelporziano Presidential Estate by Elena Cini, Alicia Teresa Rosario Acosta, Marco Malavasi, Simona Sarmati, Silvia Del Vecchio, Daniela Ciccarelli, Flavio Marzialetti

“…Random forest models evaluated the relationship between landscape and vegetation compositional changes. …”
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Defining depth requirements to conserve fish assemblages from water take in an intermittent river by Daniel C. Gwinn, Leah S. Beesley, Bradley J. Pusey, Michael M. Douglas, Chris S. Keogh, Oliver Pratt, Tom Ryan, Mark J. Kennard, Thiaggo C. Tayer, Caroline A. Canham, Lewis G. Coggins, Samantha A. Setterfield

“…Additionally, our approach demonstrates the capacity of species length for predicting distributional and sampling patterns of fish species.…”
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High-intensity zones in dogs with lumbosacral intervertebral disc degeneration: insights from MRI and histopathological findings by S. Amir Kamali, Michelle Teunissen, Dirk Hendrik Nicolaas van den Broek, Elisabeth M. Burgers, Guy C. M. Grinwis, Keita Ito, Marianna A. Tryfonidou, Björn P. Meij

“…Histopathological analysis of 11 dorsal AF samples collected during standard-of-care decompressive surgery revealed two patterns: reactive cystic structures (3/11) and granulation tissue (8/11), with differential MRI presentation. …”
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FetalMovNet: A Novel Deep Learning Model Based on Attention Mechanism for Fetal Movement Classification in US by Musa Turkan, Emre Dandil, Furkan Erturk Urfali, Mehmet Korkmaz

“…To evaluate FetalMovNet, we construct a new dataset containing fetal movements in US across seven different anatomical structures-head, body, arm, hand, heart, leg, and foot. …”
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Role of wave coupling in the simulation of tropical storm Choi-wan (2021) using a coupled ocean-atmosphere model by Haofeng Xia, Haofeng Xia, Haofeng Xia, Shuai Tang, Shuai Tang, Jie Chen, Shengtao Du, Wuhong Guo, Wuhong Guo

“…A wave dependent surface roughness scheme is evaluated to understand the wave influence on tropical cyclone induced changes in sea surface temperature (SST), ocean currents, and wave fields. …”
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The Trans-Olecranon Approach for a Concomitant Radial Head Arthroplasty and Internal Fixation of the Ulna in Monteggia-Equivalent Fractures by David Shaked Zari, Itay Ron, Doron Norman, Jihad Dabbah, Bezalel Peskin, Nabil Ghrayeb, Jacob Shapira

“…Background: Monteggia-equivalent fractures are similar to Monteggia fractures but involve different patterns and locations. When these fractures include a severe radial head fracture, radial head arthroplasty (RHA) should be considered. …”
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L’apport de la géomatique à la connaissance de la partie terminale de l’aqueduc du Gier à Lyon by Éric Leroy

“…By providing information on the manholes uncovered, we were also able to estimate the location of other structures of this type because of the regular pattern of positioning, and adjust the layout of the aqueduct accordingly. …”
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Masked pre-training of transformers for histology image analysis by Shuai Jiang, Liesbeth Hondelink, Arief A. Suriawinata, Saeed Hassanpour

“…We pre-trained MaskHIT model using over 7000 WSIs from TCGA and extensively evaluated its performance in multiple experiments, covering survival prediction, cancer subtype classification, and grade prediction tasks. …”
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A Bibliometric Assessment of AI, IoT, Blockchain, and Big Data in Renewable Energy-Oriented Power Systems by Manuel Jaramillo, Diego Carrión, Jorge Muñoz, Luis Tipán

“…The objective is to evaluate the research landscape, trends, and integration potential of these technologies within sustainable energy infrastructures. …”
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GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence by Mohd Anjum, Ashit Kumar Dutta, Ali Elrashidi, Sana Shahab, Asma Aldrees, Zaffar Ahmed Shaikh, Abeer Aljohani

“…Graph neural networks are utilized to extract both temporal and structural features from these graphs, thereby enhancing the accuracy of DDoS detection. …”
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