Development of an XGBoost-based prediction model for wound recurrence risk in diabetic foot ulcer patients treated with antibiotic-loaded bone cement by Yi Zhang, Yi Zhang, Xingyu Sun, Cheng Cheng, Nianzong Hou, Nianzong Hou, Shiliang Han, Xin Tang

“…Lastly, an independent test set was created to assess and determine the best model’s capacity for generalization.ResultsA comparative analysis revealed that the area under the curve (AUC) for the training set of the PRL-XGBoost prediction model was 0.85 and that for the test set was 0.71. …”
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Automatic Synthesis of Recurrent Neurons for Imitation Learning From CNC Machine Operators by Hoa Thi Nguyen, Roland Olsson, Oystein Haugen

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Use of MARS Data Mining Algorithm Based on Training and Test Sets in Determining Carcass Weight of Cattle in Different Breeds by Demet Çanga

“…In order to test the accuracy of the model created in the research, the data set was divided into two data subsets as training and test subsets. …”
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Understanding the profile of community health workers in breast cancer screening education: women’s preferences and insights from a qualitative focus group study by Ilka Jacobs, Dorien Vanden Bossche, Sara Willems, Katrien Vanthomme

“…Community Health Workers (CHWs) are effectively involved in breast cancer screening programs in various countries to reach underserved women. …”
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Efficient Deep Learning-Based Cyber-Attack Detection for Internet of Medical Things Devices by Abigail Judith, G. Jaspher W. Kathrine, Salaja Silas, Andrew J

“…The study evaluates the effectiveness of this proposed strategy using real-time data from the St. …”
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Evaluating the impact of waste marble on the compressive strength of traditional concrete using machine learning by Kennedy C. Onyelowe, Viroon Kamchoom, Ahmed M. Ebid, Shadi Hanandeh, Susana Monserrat Zurita Polo, Rolando Fabián Zabala Vizuete, Rodney Orlando Santillán Murillo, Rolando Marcel Torres Castillo, Siva Avudaiappan

“…Abstract Waste marble, an industrial byproduct generated from marble cutting and polishing processes, can be effectively utilized as a partial replacement in concrete mixtures. …”
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Research on propagation dynamics of emotional contagion using S3EIR model based on multiple social media platforms by Hejie Chen, Jiamin Jin, Steven Sun, Chuyi Zhang, Minshan Yu

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Gap Impact on Rigid Submerged Vegetated Flow and Its Induced Flow Turbulence by Heba Mals, Jaan H. Pu, Prashanth Reddy Hanmaiahgari, Bimlesh Kumar, Ebrahim Hamid Hussein Al-Qadami, Mohd Adib Mohammad Razi

“…Experiments were conducted in a flume using Acoustic Doppler Velocimetry (ADV) to measure 3D (three-dimensional) flow characteristics, turbulence intensities, Reynolds shear stress (RSS), and quadrant analysis. In the fully vegetated scenario, vegetation significantly modified flow conditions, creating inflexion points and distinct peaks in velocity profiles, turbulence intensity, and RSS—particularly near two-thirds of the vegetation height—due to wake vortices and flow separation. …”
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Evaluating the strength of industrial wastesbased concrete reinforced with steel fiber using advanced machine learning by Kennedy C. Onyelowe, Viroon Kamchoom, Ahmed M. Ebid, Shadi Hanandeh, Susana Monserrat Zurita Polo, Vilma Fernanda Noboa Silva, Rodney Orlando Santillán Murillo, Rolando Fabián Zabala Vizuete, Paul Awoyera, Siva Avudaiappan

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Mathematical modelling and virtual design of metamaterials for reducing noise and vibration in built-up structures by Emmanuel Akaligwo, Anselm O. Oyem, Olayiwola I. Babarinsa

“…By leveraging finite element analysis, dynamic energy analysis, and optimization algorithms, the study demonstrates how metamaterials can create frequency-specific barriers. …”
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Data-Driven Multi-Scale Integration of Transportation Networks and Greenhouse Gas Emissions for Landscape Infrastructure Planning by Jiajia Wang, Brian Deal, Moazam Iqbal Hakim

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Machine learning-based prediction of speed of sound in fatty acid ethyl esters by Kusum Yadav, Shahad Almansour, Lulwah M. Alkwai, Anupam Yadav, Mehrdad Mottaghi

“…The proposed framework provides a reliable, cost-effective alternative to experimental methods for estimating sound speed in FAEEs under various physical conditions.…”
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Effects of Providing Enrichment to Broilers in an Animal Welfare Environment on Productivity, Litter Moisture, Gas Concentration (CO₂ and NH₃), Animal Welfare... by Chan-Ho Kim, Woo-Do Lee, Ji-Seon Son, Jung-Hwan Jeon, Se-Jin Lim, Su-Mi Kim

“…Among these, environmental enrichment methods are effective in reducing stress and creating a welfare-friendly rearing environment, but there are few cases of actual application to farms. …”
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Forecasting GIC Activity Associated With Solar Wind Shocks for the Australian Region Power Network by R. A. Marshall, E. A. Pearce, C. L. Waters, M. Terkildsen

“…GIC activity at low‐middle latitudes may be driven by currents that are more relevant to these regions such as the ring or magnetopause current systems. Solar wind shocks create rapid changes in the magnetopause current that manifest as large step changes in the geomagnetic field at the Earth's surface, often referred to as geomagnetic sudden impulses (SIs), that are effective drivers of GIC activity in power networks at low‐middle latitudes. …”
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Geo-lnformation Design and Large-Scale Tourist Maps by R. K. Makhmudov, N. V. Verozub

“…The processes of spatial management and planning of industry development are inextricably linked to the processing, analysis and modeling of large data sets.The results presented in this work have shown the effectiveness of using GIS technologies for the operational analysis of the features of the spatial distribution of the elements of the supporting tourist and recreational framework. …”
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Impact of spatially-variable soil thickness and texture on simulated hydrologic conditions in a semiarid watershed in northwest Mexico by Luis A. Méndez-Barroso, Enrique R. Vivoni, Giuseppe Mascaro

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Unexpected stability in faunal population abundances following an estuary‐wide collapse of oysters by Gabrielle D. Love, Zachary A. Siders, David A. Gandy, William E. Pine III, Shirley Baker, Edward V. Camp

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Unity in diversity: navigating global connections through cultural exchange by Dwi Mariyono, Annis Nur Alifatul Kamila, Akmal Nur Alif Hidayatullah

“…Design/methodology/approach – This research applied content analysis, thematic analysis and HTCA to examine global unity and cultural diversity. …”
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Optometry preceptors’ perceptions of clinical supervision at a South African university by Zamadonda N. Xulu-Kasaba, Firdous B. Hoosen, Tina Mlanji, Naadira Moosa, Sthembile Ngcobo, Idani B. Nelwamondo, Olivia B. Baloyi

“…However, high workloads, lack of adequate remuneration, and human resource challenges were identified as barriers to effective supervision. Conclusion: Optometry clinical supervisors were committed to delivering effective preceptorship and creating a supportive clinical learning environment. …”
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Engagement With a Smartphone-Delivered Dietary Education Intervention and Its Relation to Dietary Intake and Cardiometabolic Risk Markers in People With Type 2 Diabetes: Secondary... by Linnea Sjoblom, Freja Stenbeck, Ylva Trolle Lagerros, Essi Hantikainen, Stephanie E Bonn

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