Sleep Quality and Levodopa Intestinal Gel Infusion in Parkinson’s Disease: A Pilot Study by Oriol De Fabregues, Alex Ferré, Odile Romero, Manuel Quintana, José Álvarez-Sabin

“…The results show a trend toward an improvement of sleep quality after 6 months of LCIG infusion, although differences as compared to pretreatment values were not statistically significant. The sleep architecture was not modified by LCIG. Further studies with larger study samples are needed to confirm these preliminary findings.…”
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Neutrality or Involvement? World War II and Evolution of Foreign Policy Concepts of the Nordic Countries by E. V. Korunova

“…The author shows that although this reaction was more than restrained, and the project was not implemented, Sweden’s initiatives contributed to the creation of a unique security architecture in Northern Europe, where each state of the region had its own role with the neutral Sweden serving as a balancing force.…”
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Screening for transcriptomic associations with Swine Inflammation and Necrosis Syndrome by Katharina Gerhards, Sabrina Becker, Josef Kuehling, Mirjam Lechner, Hermann Willems, Robert Ringseis, Gerald Reiner

“…The complexity of metabolic alterations and the influence of the boar led to hypothesize a polygenic architecture of SINS. This should be investigated by a transcriptome study. …”
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Synergy of Environmental Education Programs at The Bodogol Nature Conservation Education Center, Complementing The Independent Curriculum at Junior High Schools by Hapriza Aprilia, Rinekso Soekmadi, Hadi Susilo Arifin

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A hybrid CNN-LSTM model with adaptive instance normalization for one shot singing voice conversion by Assila Yousuf, David Solomon George

“…The one-shot capability simplified the architecture, utilizing a single encoder and decoder. …”
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A Novel Hyperchaotic Financial System with Sinusoidal Hyperbolic Nonlinearity: From Theoretical Analysis to Adaptive Neural Fuzzy Controller Method by Azwa Abdul Aziz, Mohamad Afendee Mohamed, Aceng Sambas, Sundarapandian Vaıdyanathan, Khaled Benkouider, Seyed Mohamad Hamidzadeh, Muhamad Deni Johansyah

“…The results from simulations establish the effectiveness of the proposed neural fuzzy controller architecture in controlling the synchronization of two hyperchaotic financial models. …”
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Greenhouse gas emissions in China’s national Parks: A 2020 National-Scale analysis and Implications for management by Shenglan Yang, Huan Xu, Zhicong Zhao, Fangyi Wang, Qiaoyun Sun, Jiale Tang, Jia He, Le Zhong

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Using Bioinformatics Approach to Explore the Pharmacological Mechanisms of Multiple Ingredients in Shuang-Huang-Lian by Bai-xia Zhang, Jian Li, Hao Gu, Qiang Li, Qi Zhang, Tian-jiao Zhang, Yun Wang, Cheng-ke Cai

“…The results suggested that the PPI network of SHL exhibited a scale-free property and modular architecture. The drug target network of SHL was structured with 21 functional modules. …”
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An explainable deep learning model for diabetic foot ulcer classification using swin transformer and efficient multi-scale attention-driven network by R. Karthik, Armaano Ajay, Anshika Jhalani, Kruthik Ballari, Suganthi K

“…To the best of our knowledge, this is the first work reporting the findings of a dual track architecture for DFU classification, leveraging Swin transformer and EMADN networks. …”
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Side-Scan Sonar Small Objects Detection Based on Improved YOLOv11 by Chang Zou, Siquan Yu, Yankai Yu, Haitao Gu, Xinlin Xu

“…Specifically, a new Sparse Feature (SF) module is proposed, replacing the Spatial Pyramid Pooling Fast (SPPF) module from the original YOLOv11 architecture to enhance object feature selection. Furthermore, the proposed YOLOv11-SDC integrates a Dilated Reparam Block (DRB) with a C3k2 module to broaden the model’s receptive field. …”
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Diagenetic Processes and Reservoir Heterogeneity in Salt-Encased Microbial Carbonate Reservoirs (Late Neoproterozoic, Oman) by Stephan Becker, Lars Reuning, Joachim E. Amthor, Peter A. Kukla

“…Depositional facies and carbonate/evaporite platform architecture are well understood, but original reservoir properties have been modified by diagenesis. …”
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Utilization of a Lightweight 3D U-Net Model for Reducing Execution Time of Numerical Weather Prediction Models by Hyesung Park, Sungwook Chung

“…We also propose a convolutional block attention module-based Half-UNet (CH-UNet), a lightweight 3D-based U-Net architecture, for faster deep-learning computations. …”
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Silver Nanoparticles in PEDOT:PSS Layer for Polymer Solar Cell Application by Agnieszka Iwan, Bartosz Boharewicz, Igor Tazbir, Andrzej Sikora, Beata Zboromirska-Wnukiewicz

“…The loss in value of PCE after 8 months was found in the range 13–47% depending on the device architecture. The solar cells were additionally measured with impedance spectroscopy.…”
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Evaluation of Roundabout Safety Performance through Surrogate Safety Measures from Microsimulation by Orazio Giuffrè, Anna Granà, Maria Luisa Tumminello, Tullio Giuffrè, Salvatore Trubia, Antonino Sferlazza, Marko Rencelj

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Experimental Study on Shear Behavior and Failure Mechanism of Bolted Heterogeneous Rock Joints under Different Anchorage Conditions by Xianzhen Cheng, Hengjie Luan, Yujing Jiang, Sunhao Zhang, Chuanyang Jia

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Evaluating the predictive potential of RSM and ANN models in treatment of greywater-syrup mixture using Ekowe clay-PEM microbial fuel cell by Livinus A. Obasi, Cornelius O. Nevo

“…A 24 central composite design and a three-layered (4:n:1) feedforward ANN architecture trained by a backpropagation algorithm were used to study and predict the MFC process performance criteria. …”
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Institutional structure formation of the global green finance market by A. S. Issenov

“…The experience of Eurasian Economic Union countries in developing green finance has been summarised and the prospects for Russia and Kazakhstan in the green finance movement have been noted.The institutions of the differentiated structure of the global green finance market identified in the study have been grouped into two levels depending on the profile of their participation in the green economy; the directions and tools for the prospective development of the Eurasian Development Bank’s green finance activities have been defined; recommendations for prospective aspects of the methodological and analytical activities of the bank in the context of the Eurasian Development Bank Strategy 2022–2026 have been proposed.The study applied an analysis of scientific literature in the field of institutional theory, green economy and green finance, statistical, comparative, factual analysis, review and analysis of information from official websites of international development institutions, government and corporate entities, international rating agencies included in the architecture of the global green finance market.…”
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Community-engaged artificial intelligence research: A scoping review. by Tyler J Loftus, Jeremy A Balch, Kenneth L Abbott, Die Hu, Matthew M Ruppert, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Philip A Efron, Patrick J Tighe, William R Hogan, Parisa Rashidi, Michelle I Cardel, Gilbert R Upchurch, Azra Bihorac

“…Embase, PubMed, and MEDLINE databases were searched for articles describing artificial intelligence or machine learning healthcare applications with community involvement in model development, validation, or implementation. Model architecture and performance, the nature of community engagement, and barriers or facilitators to community engagement were reported according to PRISMA extension for Scoping Reviews guidelines. …”
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Development and validation of a deep learning system for detection of small bowel pathologies in capsule endoscopy: a pilot study in a Singapore institution by Bochao Jiang, Michael Dorosan, Justin Wen Hao Leong, Marcus Eng Hock Ong, Sean Shao Wei Lam, Tiing Leong Ang

“…The best BPM model based on a pre-trained ResNet50 architecture had an area under the receiver operating characteristic and precision-recall curves of 0.969±0.008 and 0.843±0.041, respectively. …”
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From Silos to Synergy: Conceptualizing an integrated infrastructure design for climate resilience in Rotterdam by Angela Ordóñez Llancce, Yirang Lim, Theresa Audrey O. Esteban, Joep van Leeuwen, Johan Ninan

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