Towards the Prediction of Responses to Cancer Immunotherapy: A Multi-Omics Review by Weichu Tao, Qian Sun, Bingxiang Xu, Ru Wang

“…A large number of predictive models based on these features, utilizing traditional machine learning or deep learning frameworks, have also been proposed. In this review, we aim to cover recent advances in predicting tumor immunotherapy response using multi-omics features. …”
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Bibliometrics analysis and the role of nanocatalysts in wastewater remediation by J. Aravind, M. Kamaraj, P. Suresh Babu

“…By employing these materials and other advanced oxidation techniques, nanocatalysts are evaluated to assess their effectiveness in eliminating heavy metals and degrading persistent organic contaminants. …”
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Business resilience and strategic responses in Ukraine and Lithuania during the Russia-Ukraine conflict: insights from the energy, agriculture, and manufacturing sectors by Mehmet Recai Uygur, Bahman Peyravi

“…The results are expected to be relevant for lawmakers, corporate executives, and economy planners thereby broadening their strategic frameworks on business operations within areas characterized by wars. …”
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Genomic medicine, precision medicine, and personalized medicine: A survey of Turkish physicians' perspectives on new paradigms in medicine by Zerri̇n Gamsizkan, Mehmet Ali̇ Sungur

“…Before these applications become widespread in all medical fields, their theoretical, practical and moral frameworks should be established. [Med-Science 2025; 14(1.000): 38-42]…”
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Determinants of Sharia digital gold investment intention among Jabodetabek Muslim youth by Anindita Almira Luthfi, Sri Rahayu Hijrah Hati

“…Methodology – Using a sample of 237 Muslim respondents from Generation Y and Z, data were examined using Partial Least Squares Structural Equation Modeling (PLS-SEM) to evaluate the relationships among the proposed constructs. …”
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Navigating the promise and perils of village autonomy: Insights from Kepulauan Meranti, Indonesia by Robert Saputra, Tomáš Havlíček

“…These findings provide valuable insights for policymakers and practitioners seeking to design more effective governance frameworks and targeted interventions which support equitable growth and resilience in rural communities. …”
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Assessing land urbanization and ecological planning impact on carbon stock and its economic value from coupled InVEST-PLUS models by Zhenxing Xiong, Yihao Zhang, Maohong Liu, Yuan Gao, Tianci Gu

“…Abstract Rapid urbanization in China profoundly impacts terrestrial carbon stocks, necessitating robust assessment and prediction frameworks. This study employed a coupled InVEST-PLUS model to analyse carbon stock dynamics and the economic value of carbon sinks in Jiangsu Province, a rapidly urbanizing region. …”
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Cultural heritage reuse applying fuzzy expert knowledge and machine learning: Venice’s fortresses case study by Nicola Camatti, Giacomo di Tollo, Francesco Gastaldi, Federico Camerin

“…This paper presents a comparative analysis of two quantitative models for evaluating the reuse of cultural heritage, using fortified sites in a monofunctional city dedicated to cultural tourism, such as Venice, as a case study. …”
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Insecticide Resistance in Agricultural Pests: Mechanisms, Case Studies, and Future Directions by Ihsan Khudhair, Naseer Malaky Abbood, Yasser Ahmed Mahmoud El-Amier

“…Addressing pesticide resistance requires a comprehensive, multi-faceted strategy that incorporates genetic tools, real-time monitoring, biopesticide development, and stronger regulatory frameworks. International cooperation, farmer education, and scientifically informed policies will be critical to future success. …”
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Navigating the spectrum of battery health management in electric vehicles: A comprehensive review by Saranathan L, Indragandhi Vairavasundaram, Bragadeshwaran Ashok

“…A comparative critique of various methodologies is provided to evaluate performance, adaptability, and real-world feasibility. …”
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Engineering Innovations for Polyvinyl Chloride (PVC) Recycling: A Systematic Review of Advances, Challenges, and Future Directions in Circular Economy Integration by Alexander Chidara, Kai Cheng, David Gallear

“…This systematic review evaluates recent advancements in mechanical innovations, tooling strategies, and intelligent technologies reshaping PVC recycling. …”
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TRADE LIBERALIZATION AND POVERTY IN ECONOMIC COMMUNITY OF WEST AFRICAN STATES by Olugbenga Peter Oluwo, Oluwaseyi Adedayo Adelowokan, Olukayode Emmanuel Maku

“…The primary objective is to evaluate the influence of trade liberalisation poverty levels, incorporating macroeconomic and institutional variables to capture a broader context. …”
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Multidimensional assessment and validation of digital competencies in university teacher education: a confirmatory factor analysis by Mario Rubén Chifla-Villón, Mayra Paola Chifla-Villón, Ericka Mailyn Suárez-Guartamber, Fabricio Guevara-Viejó

“…Significant covariances were observed, such as between “Professional engagement” and “Facilitating digital competence” (0.76), reflecting the interaction between pedagogy, technology and professional engagement.DiscussionThe findings revealed a strong synergy between advanced digital competencies and sustainable pedagogical practices, reinforcing the importance of frameworks such as DigCompEdu and TPACK for professional development. …”
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Ensemble learning methods with single and multi-model deep learning approaches for cephalometric landmark annotation by S. Rashmi, S. Srinath, R. Rakshitha, B. V. Poornima

“…Abstract The study explores end-to-end deep learning frameworks and ensemble methods to enhance the accuracy of anatomical landmark identification in cephalometric radiographs, crucial for precise cephalometric analysis and effective orthodontic treatment planning. …”
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Applying forecasting methods to accrual-based and cash-based ratio analysis by Alexey Litvinenko, Anna Litvinenko, Samuli Saarinen

“…Idea: The effectiveness of the forecasting methods based on ratio analysis is evaluated by determining the most informative approach while examining how data manipulations influence forecasting outcomes. …”
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Reconstructing the Requirements for an Incumbent Candidacy to Achieve Fair dan Democratic Regional Elections by Ana Fauzia, Radian Salman

“…Results: The analysis reveals that the leave requirement is insufficient to prevent conflicts of interest, as incumbents retain influence over state resources, policies, and personnel. Comparative legal frameworks from other countries suggest that a resignation mandate can enhance electoral integrity. …”
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Usage of the dwarf mongoose optimization-based ANFIS on the static strength of seasonally frozen soils by Bowen Liu, Junbin Chen, Xiaoguang Zhang, Zhenwei Wang

“…Input parameters introduced to the frameworks were water content, below freezing, confining pressure, freeze-melt periods, melting time, and compression degree. …”
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Sign-Entropy Regularization for Personalized Federated Learning by Koffka Khan

“…We formally define a differentiable sign-entropy objective over the gradient sign distribution and integrate it into standard federated optimization frameworks, including FedAvg and FedProx. The regularizer is computed efficiently and applied post hoc per local round. …”
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Anti-Inflammatory Effects and Human Skin Safety of the Eastern Traditional Herb <i>Mosla japonica</i> by Hyun-Ju Han, Chang-Gu Hyun

“…This study underscores the pharmacological value of <i>M. japonica</i> and its integration into modern scientific research, aligning with global biodiversity frameworks such as the Nagoya Protocol. Future research may further expand its applications in medicine and skincare.…”
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Assessing the Energy Footprint of Desalination Technologies and Minimal/Zero Liquid Discharge (MLD/ZLD) Systems for Sustainable Water Protection via Renewable Energy Integration by Argyris Panagopoulos

“…This research study evaluates the energy footprint and carbon emissions of thermal- and membrane-based desalination technologies, alongside Minimal/Zero Liquid Discharge (MLD/ZLD) frameworks, with a focus on renewable energy source (RES) integration. …”
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