A Review on Storage Process Models for Improving Water Quality Modeling in Rivers by Amir Mohammad Saadat, Sajad Khodambashi Emami, Hossein Hamidifar

“…Future research should integrate detailed field observations with advanced numerical models to address these gaps and improve water quality predictions across diverse river systems.…”
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Evaluating the Scope and Consequences of Substituting Party Qualities or Status in Administrative Disputes in Terms of the Principles Governing Administrative Procedural Law by Cihan Yüzbaşıoğlu

“…Although attempts have been made to fill the gaps through jurisprudence, difficulty is had in accepting that judicial decisions are consistent. …”
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SpaceRL — A reinforcement learning-based knowledge graph driver by Miguel Bermudo, Daniel Ayala, Inma Hernández, David Ruiz, Miguel Toro

“…However, they are built in an automated unsupervised way, which leads to gaps in information, usually in the form of missing links between related entities in the original data source, which have to be added later by completion techniques.SpaceRL is an end-to-end Python framework designed for the generation of reinforcement learning (RL) agents, which can be used to complete knowledge graphs through link discovery. …”
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Accelerated Adoption of Google Earth Engine for Mangrove Monitoring: A Global Review by K. M. Ashraful Islam, Paulo Murillo-Sandoval, Eric Bullock, Robert Kennedy

“…Traditional remote sensing workflows often struggle with large data volumes, complex preprocessing, and limited computational resources. …”
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The Epithelial Immune Response to Human Papillomavirus Infection by Shyantani Roy-Biswas, Merilyn Hibma

“…The skin is a complex organ, containing an intricate network of immune cells that are crucial for host barrier function and defence against pathogens. …”
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Delivering Optimal Care to People with Cognitive Impairment in Parkinson’s Disease: A Qualitative Study of Patient, Caregiver, and Professional Perspectives by Jennifer S. Pigott, Nathan Davies, Elizabeth Chesterman, Joy Read, Danielle Nimmons, Kate Walters, Megan Armstrong, Anette Schrag

“…Many felt that PwP and cognitive impairment fell through service gaps, resulting from disjointed, nonspecific, and underresourced services. …”
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Influenza virus genotype to phenotype predictions through machine learning: a systematic review by Laura K. Borkenhagen, Martin W. Allen, Jonathan A. Runstadler

“…Machine learning techniques have demonstrated promise in addressing this critical need for other pathogens because the underlying algorithms are especially well equipped to uncover complex patterns in large datasets and produce generalizable predictions for new data. …”
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The cavernicolous freshwater prawn in China, with description of two new species (Decapoda, Palaemonidae, Macrobrachium) by Xuankong Jiang, Jiajun Zhou, Kayan Ma, Yaqin Wang, Zhicai Xie, Huiming Chen

“…In contrast, morphological taxonomy identified three species and one species complex, which comprises three cryptic species. As a result, a total of six species were identified, including two new species, i.e. …”
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Evidence of factors influencing delays in the diagnosis and treatment of bipolar disorder in adolescents and young adults. Protocol for a systematic scoping review. by Kamyar Keramatian, Emma Morton, Alexander Levit, John-Jose Nunez

“…<h4>Background</h4>Bipolar Disorder (BD) is a complex psychiatric condition that typically manifests during late adolescence and early adulthood. …”
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Reproductive health programs in women with physical disabilities: A scoping review protocol. by Maryam Abedi, Mehran Soleymani, Seyedeh Solmaz Talebi, Zahra Motaghi

“…The results of this review will offer a comprehensive overview of available resources and identify critical gaps in reproductive health for this population. …”
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Paradigms in action: exploring environmental consultants’ perspectives on water resilience by Alejandra Francisca Burchard-Levine, Olga Popescu, Nicolas W Jager, Dave Huitema

“…Despite being part of complex global networks of environmental governance, their involvement in framing the international agenda has been understudied and challenging to access in environmental governance and policy sciences research. …”
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Could a Mediterranean Diet Modulate Alzheimer’s Disease Progression? The Role of Gut Microbiota and Metabolite Signatures in Neurodegeneration by Alice N. Mafe, Dietrich Büsselberg

“…Recent studies have shown that neurodegeneration through complex interactions within the gut–brain axis largely depends on the gut microbiota and its metabolites. …”
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Self-Supervised Feature Disentanglement for Deepfake Detection by Bo Yan, Pan Liu, Yumin Yang, Yanming Guo

“…The model’s robustness in real-world complex scenarios is significantly improved by mining the common essence of forgery features.…”
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Perceived competency requirements for emergency medical services field supervisors in managing chemical and explosive incidents – qualitative interview study by Jussi Kauppila, Timo Iirola, Hilla Nordquist

“…Abstract Background Chemical, biological, radiological, nuclear, and explosive (CBRNE) incidents present rare and complex challenges for Emergency Medical Services (EMS), necessitating effective incident command to manage occupational and patient safety risks. …”
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Understanding Resilience: Coping with Occupational Stress in Healthcare Professions by Megha Yadav, V. Krishna Reddy, Anamika Pandey

“…Finally, this study aimed to identify the present research gaps and recommend future research areas. …”
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Empiricism in non-communicable disease mortality measurement for the Asia-Pacific: lost in translation by Matthew Kelly, Chalapati Rao

“…The United Nations Economic and Social Commission for the Asia Pacific (UNESCAP) Regional SDG progress report for 2020 included estimates of trends in NCD mortality rates from 2000 to 2016, which showed considerable variation in national NCD mortality by sex and location.However, while the UNESCAP report states that there was sufficient primary data to derive these NCD mortality estimates for all countries, the critical gaps in availability of national data on causes of death in the Asia-Pacific region are well known. …”
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Toward Secure Smart Grid Systems: Risks, Threats, Challenges, and Future Directions by Jean Paul A. Yaacoub, Hassan N. Noura, Ola Salman, Khaled Chahine

“…However, with the integration of complex technologies and interconnected systems inherent to smart grids comes a new set of safety and security challenges that must be addressed. …”
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Global research trends and hotspots in erysipelas: a bibliometric analysis from 2000 to 2024 by Chaoxi Zhou, Chaoxi Zhou, Guangrong Yu, Qinglei Wang

“…Despite growing research in this area, a comprehensive bibliometric analysis is lacking, leaving gaps in understanding the publication trends, key research hotspots, and collaborative networks that shape the field.MethodsThis study conducted a bibliometric analysis of erysipelas research from 2000 to 2024 using the Science Citation Index Expanded (SCI-EXPANDED) within the Web of Science Core Collection. …”
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Nanozymes with phosphatase-like activity by Yu Cao, Yu Cao, Yu Cao, Shudong Zhu, Shudong Zhu, Shudong Zhu

“…By analyzing the key challenges and research gaps currently facing the field, we aim to provide new ideas for its continued development and accelerate its practical translation in precision medicine.…”
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Bayesian Random Forest with Multiple Imputation by Chain Equations for High-Dimensional Missing Data: A Simulation Study by Oyebayo Ridwan Olaniran, Ali Rashash R. Alzahrani

“…Although approaches like multiple imputation (MI) and random forest (RF) proximity-based imputation offer improvements over naive deletion, they exhibit limitations in complex missing data scenarios or sparse high-dimensional settings. …”
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