Machine learning models for clinical and structural knee osteoarthritis prediction: Recent advancements and future directions by Gabby B. Joseph, Charles E. McCulloch, Michael C. Nevitt, Nancy E. Lane, Sharmila Majumdar, Thomas M. Link

“…These evolving strategies underscore the growing potential of ML to improve the detection of early OA, individualized risk stratification, and personalized interventions in OA clinical care.…”
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Model of professional competencies of military instructors of the Air Defense Army of the Islamic Republic of Iran by Ebrahim Eskandary, Naser Asgari, Alireza Rezgi rostami

“…The purpose of this research is to design the model of professional competencies of military instructors of the air defense training centers of the Islamic Republic of Iran Army.Method: The current type of research is applied, the research method is content analysis and its approach is qualitative.Findings: The statistical population of the research consisted of 15 experts in the field of human resources management working in the training centers of the Air Defense Force of the Islamic Republic of Iran, who were selected by non-probability sampling method. …”
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Emerging Marine Nematodes as Model Organisms: Which Species for Which Question? by Federica Semprucci, Eleonora Grassi, Adele Cocozza di Montanara, Roberto Sandulli, Elisa Baldrighi

“…Among the reviewed taxa, <i>Litoditis marina</i> and select Monhysteridae species, such as <i>Diplolaimella dievengatensis</i>, <i>Halomonhystera disjuncta</i>, and <i>Diplolaimelloides</i> spp., emerge as leading candidates due to their manageable life cycles, adaptability to laboratory conditions, and available genomic resources. …”
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Nutritional value, antibacterial activity, ACE and DPP IV inhibitory of red pomegranate seeds protein and peptides by Zahra Akbarbaglu, Narges Mazloomi, Laleh Karimzadeh, Khashayar Sarabandi, Seid Mahdi Jafari, Mohammad Ali Hesarinejad

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Plant Response to Environmental Gradient Mediated by Trait Through Ontogeny on Common Tree Species at Two Contrasting Habitats in Karst Forest of Southern Taiwan by Muhammad Abdullah, I Fang Sun

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Has stakeholder participation in health facility governing committees promoted social accountability? A qualitative study in Tanzania by Hussein Athuman Kapuya, Stephen Oswald Maluka, Anna-Karin Hurtig, Miguel San Sebastian

“…While previous studies have explored the functionality of the HFGCs, this study aimed to understand whether stakeholder participation in the HFGCs contributes to promoting social accountability in the health system. …”
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INDICATIVE PLANNING AS A TOOL OF ALTERATIONS PROCESSES MANAGEMENT by F. Pashchenko, V. Ivanyuk, N. Abdikeev

“…The indicative planning model implies selective intervention in the areas where there is an imbalance of positive and negative factors. …”
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Spatial and Temporal Dynamics of Bentho-Demersal Communities From Bottom Trawl Across the Moroccan Mediterranean Coast in Relation to Environmental Conditions: Implications for Fis... by Douaa Slimani, Souad Abdellaoui, Najib El Ouamari, Khaoula Kasmi, Rajae Mouedden, Imade Ouebdil, Nassir Kaddouri, Jamal Settih, Mostafa Layachi, Mohamed Fadili, Khalid Chaabane

“…Understanding the temporal and spatial patterns, as well as habitat preferences, of marine communities is crucial for interpreting ecosystem functioning and effectively protecting marine organisms’ resources. …”
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Features of Designing a Web-Service of Didactic Materials by Yulya Khritonenko, Sergey Kozlov

“…The primary task is to identify the appropriate types of roles and their functional capabilities, which is necessary to identify the scheme of user interaction with the service. …”
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DRIFTING TO SOCIALLY-ORIENTED ECONOMY AND SUSTAINABLE DEVELOPMENT OF THE RUSSIAN ARCTIC: THE INPUT OF TECHNOLOGICAL MODERNIZATION by B. N. Porfiryev, V. N. Leksin

“…Case studies illustrating successful implementation of the above policies in the mining and energy sectors in selected AZRF regions are introduced.Conclusions and relevance: substantiated is the conclusion of imperative of the public policy stimulating socially and ecologically oriented technological modernization in the AZRF. …”
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Capacitive deionisation for water desalination review: experimental and simulation by Rokhsareh Akbarzadeh, Mathias Ernst, Robert Meißner, Bodo Fiedler

“…Strategies such as hybrid CDI systems and electrode surface functionalization are discussed to mitigate these challenges. …”
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Analysis of the impact of latitude on the structure and composition of tea leaves and associated cold resistance by Tian Lili, Li Juan, Lin Haiyan, Yao Yuantao, Huang Jian′an

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Preliminary Investigation of GC–MS Profiling and Antibacterial Activities of Different Solvent Extracts From Litchi chinensis Sonn. Seed by Samia Sharmin, Ali Ahsan Muzahid, Md. Mohibul Islam, Mst. Sarmina Yeasmin, Amit Kumar Dey, Md. Jasim Uddin, G. M. Masud Rana, Jaytirmoy Barmon, Safaet Alam, Md. Nurul Huda Bhuiyan, Nazim Uddin Ahmed

“…Eventually, comprehending the potential biological functions of the detected compounds is explored. GC–MS analysis revealed a diverse array of chemical compounds, with 34, 35, and 25 compounds identified in the n-hexane, n-hexane–chloroform (2:1), and methanol extracts, respectively. …”
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Seeing Beyond Noise: Improving Cryptocurrency Forecasting with Linear Bias Correction by Sibtain Syed, Syed Muhammad Talha, Arshad Iqbal, Naveed Ahmad, Mohammed Ali Alshara

“…The proposed methodology includes collecting cryptocurrency data and precious metal data from Coindesk and BullionVault, respectively, and then finding the optimal model input combination for each cryptocurrency by lag adjustment and correlating feature selection. Hyperparameter tuning was performed by trial-and-error technique, and an early stopping function was applied to minimize time and space complexity. …”
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RS4 Type Resistant Starch Improves Type 2 Diabetes Mellitus in Mice by Interacting With Lactobacillus johnsonii by Tao Xu, Yongheng Zhong, Shengyang Ji, Hang Xiao, Jun Li, Kaimian Li, Peiwu Li, Baiyi Lu

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Sexual dysfunction in anxiety disorders by M. I. Yagubov, I. Yu. Kan, N. V. Dobaeva, I. R. Ayriyants

“…If sexual disorders are detected in patients with anxiety disorders, taking into account the clinical situation, psychotropic drugs with no or minimal negative effect on sexual function are prescribed, if possible. …”
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Prediction of new candidate proteins and analysis of sub-modules and protein hubs associated with seed development in rice (Oryza sativa) using an ensemble network-based systems bi... by M. R. P. De Silva, J. W. J. K. Weeraman, S. Piyatissa, P. C. Fernando

“…Abstract Background Rice is a critical global food source, but it faces challenges due to nutritional deficiencies and the pressures of a growing population. …”
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Emerging Technologies and Clinical Practice: A Systematic Review of Jugular Venous Assessment Techniques by Yichen Cao, Rawan S. Abdulsadig, Esther Rodriguez-Villegas

“…This represents the first systematic review across all technological platforms for JV assessment, providing evidence-based recommendations for method selection based on clinical context, accuracy requirements, and resource availability. …”
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Identification and outcomes of acute kidney disease in patients presenting in Bolivia, Brazil, South Africa, and Nepal. by Rhys D R Evans, Sanjib K Sharma, Rolando Claure-Del Granado, Brett Cullis, Emmanuel A Burdmann, Fos Franca, Junio Aguiar, Martyn Fredlund, Kelly Hendricks, Maria F Iturricha-Caceres, Mamit Rai, Bhupendra Shah, Shyam Kafle, David C Harris, Mike V Rocco

“…High rates of persistent kidney disease and mortality after discharge highlight the importance of AKD follow-up in low-resource settings.…”
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Diagnostic Possibilities of Optical Coherent Tomography of the Retina during Compression in the Chiasm-Sellar Region by N. A. Gavrilova, E. E. Ioyleva, N. S. Gadzhieva, O. E. Tishchenko, N. Y. Kutrovskaya, A. V. Kuz’mina, A. V. Zinov’eva

“…Recovery and preservation of visual functions during compression in the chiasm-sellar region is possible in the case of early diagnosis of pathology and timely surgical decompression. …”
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