Using Random Forest to Improve the Downscaling of Global Livestock Census Data. by Gaëlle Nicolas, Timothy P Robinson, G R William Wint, Giulia Conchedda, Giuseppina Cinardi, Marius Gilbert

“…In addition, different technical options were evaluated to reduce the processing time while maintaining their predictive power. Future GLW runs (GLW 3.0) will apply the new RF methodology with optimized modelling options. …”
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The association between complex root canal morphology of mandibular anteriors and distolingual roots in mandibular first molars in a Turkish population by Özge Kurt, Elif Solakoğlu

“…Abstract Background This study analyzes Cone Beam Computed Tomography (CBCT) images of mandibular anterior teeth (MATs) in the Turkish population to assess canal configurations, anatomical symmetry, and their correlation with distolingual roots (DLRs) in mandibular first molars (MFMs). Methods In this retrospective study, CBCT images from 2000 patients were analyzed. …”
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Hormonal Crossroads in Inborn Errors of the Metabolism Impact of Puberty and Dietary Interventions on Metabolic Health by Thomas Lundqvist, Rasmus Stenlid, Maria Halldin

“…<b>Background/Objectives</b>: Inborn errors of metabolism (IEMs) represent a diverse group of genetic disorders characterized by enzymatic defects that disrupt metabolic pathways, leading to toxic metabolite accumulation, deficits, or impaired macromolecule synthesis. While strict dietary interventions are critical for managing many of these conditions, hormonal and metabolic changes during puberty introduce new challenges. …”
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Treatment optimisation in patients with functional Class II chronic heart failure and arterial hypertension by S. G. Kanorskyi, V. G. Tregubov, V. M. Pokrovskyi, N. A. Bulozhenko

“…Material and methods.The study included 100 patients with FC II CHF and Stage II EAH, who were randomised into 2 groups. …”
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Differentiated impacts of image samples on creative performance in cultural tourism product design by Lun Wei, Hui Wu, Mingzhu Yu, Xuan Qin, Wenpei Zhang

“…These findings inform teaching practices, optimizing students’ innovation and cultural expression skills.…”
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Atrial fibrillation reduces CSF flow dynamics. A multimodal MRI study by Sabine Hofer, Marlena Schnieder, Leonie Polster, Peter Dechent, Mathias Bähr

“…Thus, our aim was to examine GS function in AF using a fast multimodal imaging protocol in a single MRI session. Methods: We measured 13 healthy volunteers and 13 patients with AF, using a 3T MRI system. …”
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A Novel Ensemble of Deep Learning Approach for Cybersecurity Intrusion Detection with Explainable Artificial Intelligence by Abdullah Alabdulatif

“…Recursive Feature Elimination is utilized for optimal feature selection, while SHapley Additive exPlanations (SHAP) provide both global and local interpretability of the model’s decisions. …”
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Early percutaneous thrombolysis for AVF thrombosis: symptom duration as a predictor of endovascular salvage by Ismail Taskent, Guler Gulsen Ersoy

“…Abstract Background Arteriovenous fistula (AVF) thrombosis remains a critical complication in hemodialysis (HD) patients, often leading to treatment delays and requiring urgent intervention. While endovascular therapy (EVT) is commonly employed, less invasive strategies such as percutaneous thrombolytic therapy are gaining attention due to their potential to restore patency and avoid more complex procedures. …”
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“Geriatric patients in Argentinean ICUs: admission, care patterns, outcomes and healthcare system implications” by Rubén O. Fernández, Florencia Alvarez, Ramiro Gilardino

“…This study in Argentina highlights similar trends, stressing the need to adapt public health strategies and optimize resources for more equitable care.…”
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Establishment and validation of a model for predicting depression risk in stroke patients by Fangbo Lin, Meiyun Zhou

“…Abstract Objectives This study aimed to develop and validate a clinically applicable nomogram to predict depression risk in stroke patients by integrating multidimensional predictors from rehabilitation assessments, biochemical markers, and lifestyle metrics. Methods Using data from 767 stroke patients (training/testing: 363/242; external validation: 162) in the CHARLS database and the First Hospital of Changsha, the Least Absolute Shrinkage and Selection Operator (LASSO) regression identified five predictors: Activities of Daily Living (ADL), Instrumental Activities of Daily Living (IADL), sleep (optimal: 6–8 h), uric acid, and Triglyceride-Glucose-Body Mass Index (TyG-BMI). …”
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Trends in Biotechnological Development of Agriculture by V. F. Fedorenko

“…These include land, agricultural landscapes, soil biocenoses, water, and genetic productivity resources, i.e. plants, livestock, poultry, aquaculture objects, and other cultivated living organisms used by people, while observing the environmental law and preserving natural environment. …”
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Advanced predictive modeling for enhanced mortality prediction in ICU stroke patients using clinical data. by Armin Abdollahi, Negin Ashrafi, Xinghong Ma, Jiahao Zhang, Daijia Wu, Tongshou Wu, Zizheng Ye, Maryam Pishgar

“…Predicting mortality of ischemic stroke patients in intensive care unit (ICU) is crucial for optimizing treatment strategies, allocating resources, and improving survival rates. …”
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THE PROBABILITY DETERMINATION OF ERROR-FREE AIR TRAFFIC CONTROLLER OPERATION by V. E. Borisov, V. V. Borsoeva, S. M. Stepanov, A. I. Stepnova

“…The HF concept is aimed at finding the reasons for unsatisfactory activity and is understood as a field of methods development to optimize safety. In the understanding of human activities inaccuracy is the history of feelings and ideas about responsibility and free will. …”
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TRANSPARENT CONDUCTIVE OXIDES BASED ON NON-DEFICIT MATERIALS by T.O. Zinchenko, U.S. Chikhrina

“…The substrate temperature was varied from 300 to 500 °C to optimize the crystalline structure of the films. Results. …”

Exploring mothers’ knowledge and practices for expressed breast milk in Jazan, Saudi Arabia by Mai Mohamed Elhassan Mustafa

“…Background: Breastfeeding is vital for newborns, providing optimal nutrition and lowering illness risk. The World Health Organization advises exclusive breastfeeding (EBF) for the first 6 months, followed by complementary feeding until at least 2 years of age. …”
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Automated Microservices Identification Through Business Process Analysis: A Semantic-Driven Clustering Approach by Idris Oumoussa, Rajaa Saidi

“…The rise of microservice architectures has further evolved software development practices, building upon the foundation established by web services in breaking down monolithic systems, while offering more finely detailed, coherent, and loosely interconnected services. …”
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ANTIHYPERTENSIVE THERAPY EFFECTS ON REGULATORY AND ADAPTIVE STATUS OF PATIENTS WITH FUNCTIONAL CLASS I–II CHRONIC HEART FAILURE by S. G. Kanorskyi, V. G. Tregubov, V. M. Pokrovskyi

“…Aim. To identify the optimal therapeutic strategy in Functional Class (FC) I–II chronic heart failure (CHF), in accordance with the effects of different drug classes on the regulatory and adaptive status (RAS). …”
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Preemptive regional nerve blocks for sternotomy in pediatric cardiac surgery: a Bayesian network meta-analysis by Bruno F.M. Wegner, Gustavo R.M. Wegner, Jaime A. Arias, Tatiana S. Nascimento

“…This study aimed to conduct a systematic review and network meta-analysis to support clinical decision-making for optimal analgesia. Methods: We conducted a Bayesian Network Meta-Analysis (NMA) including Randomized Controlled Trials (RCTs) of pediatric patients (0–12 years) undergoing cardiac surgery by sternotomy and receiving preemptive regional nerve blocks. …”
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The impact of active sport tourism experiencescape perception on tourists’ psychological recovery: the mediating role of flow experience by Hengyi Song, Dongqi Wang, Teng Ma

“…IntroductionBased on the SOR framework, this study addresses the widening mental-health challenges—such as anxiety and depression—among urban populations in China amid rapid urbanization. While previous research has highlighted the “therapeutic” function of tourism, few studies have examined the specific mechanism by which the experiencescape of active sport tourism influences psychological recovery via flow experience. …”
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Italian validation of the Orbach and Mikulincer Mental Pain Scale-8 (OMMP-8) by Giulia Landi, Giada Boccolini, Geremia Chinali, Silvana Grandi, Eliana Tossani

“…It also exhibited scale measurement invariance for gender, age, current mental health treatment, and current suicidal ideation while residual invariance was established for gender, age, and treatment status. …”
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