The role of health literacy in intervention studies targeting children living with overweight or obesity and their parents—a systematic mixed methods review by Heidi Holmen, Heidi Holmen, Tone Nygaard Flølo, Tone Nygaard Flølo, Christine Tørris, Astrid Torbjørnsen, Kari Almendingen, Kirsti Riiser, Kirsti Riiser

“…Methodological quality varied among the retained reports, with differences observed in study design, risk of bias and data collection methods. …”
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An Inverted Residual Cross Head Knowledge Distillation Network for Remote Sensing Scene Image Classification by Cuiping Shi, Mengxiang Ding, Liguo Wang

“…Unlike convolution, transformer can model long-distance feature dependencies and mine contextual information in remote sensing scene images. …”
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Synchronization-based graph spatio-temporal attention network for seizure prediction by Jie Xiang, Yanan Li, Xubin Wu, Yanqing Dong, Xin Wen, Yan Niu

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Dual-Branch Network With Mutual Guidance for Hyperspectral Image Superresolution by Tiejun Zhang, Boqun Zhang, Nan Hu, Xinyu Li, Peng Li

“…However, most existing deep learning-based methods have not sufficiently considered the huge modality differences between these two types of images before feature fusion, potentially resulting in the loss of valuable information. …”
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Ocean Currents Velocity Hindcast and Forecast Bias Correction Using a Deep-Learning Approach by Ali Muhamed Ali, Hanqi Zhuang, Yu Huang, Ali K. Ibrahim, Ali Salem Altaher, Laurent M. Chérubin

“…U-Net was modified to create a Transform Model that retains the temporal and spatial evolution of the differences between the model and observations to produce a correction in the form of regression weights that evolves spatially and temporally with the model both forward and backward in time, beyond the observation period. …”
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TrexAB, a novel tetracycline resistance determinant in Streptococcus dysgalactiae by Marte Glambek, Marte Glambek, Morten Kjos, Marita T. Mårli, Zhian Salehian, Steinar Skrede, Steinar Skrede, Audun Sivertsen, Bård R. Kittang, Bård R. Kittang, Oddvar Oppegaard, Oddvar Oppegaard

“…Whole genome alignment of mutants and their respective wildtypes revealed no differences other than the expected differences caused by the knockout.ConclusionWe have characterized a novel operon causing low-grade resistance to tetracycline in SD. …”
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A BOX-YOLOv8 framework for automated hyperspectral core analysis by Hongyan Zhu, Anjie Li, Chengzhi Lin, Shuai Qin, Junhao Xie, Jackey J.K. Chai, Russell Rogers, Jun-Li Xu

“…The framework identifies core boxes (BOX-YOLOv8, achieving 99.5% mAP@0.5), precisely segments these boxes for geometric correction (SAM2), and segments core/soil material from the background using spectral differences (MLP). This automated pipeline significantly improves processing time compared to manual methods. …”
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Diagnosis of Indian Big Four and monocled Cobra snakebites in envenomed plasma using smartphone-based digital imaging colourimetry method. by Upasana Puzari, Mojibur R Khan, Ashis K Mukherjee

“…<h4>Conclusion</h4>A method for detection of venomous snakebites has been reported. …”
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How politics affect pandemic forecasting: spatio-temporal early warning capabilities of different geo-social media topics in the context of state-level political leaning by Dorian Arifi, Dorian Arifi, Bernd Resch, Bernd Resch, Mauricio Santillana, Mauricio Santillana, Steffen Knoblauch, Steffen Knoblauch, Steffen Knoblauch, Sven Lautenbach, Thomas Jaenisch, Thomas Jaenisch, Ivonne Morales

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CYTOKINES AND PROTEINS OF THE EXTRACELLULAR MATRIX IN THE BLOOD OF RATS OF DIFFERENT AGES AFTER FILLING THE DEFECT IN THE FEMORAL METAPHYSIS WITH ALLOGENEIC BONE IMPLANTS SATURATED... by Petro Vorontsov, Frida Leontieva, Vladyslav Tulyakov, Igor Husakov

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ASSESSMENT OF THE EFFECTIVENESS OF PUBLIC CIVIL SERVANTS OF THE RUSSIAN FEDERATION (THEORETICAL AND METHODOLOGICAL FOUNDATIONS) by D. Yu. Znamenskiy, A. V. Gusarov

“…The relevance of the article lies in the fact that the ongoing process of transforming public administration and increasing demands from the population to public civil servants requires the development of new methods for of assessing the effectiveness of their activities in the Russian Federation for the successful selection of a modern civil servants who can comply with the growing requirements emanating from population and successfully cope with the assignments and tasks emanating from the country’s leadership. …”
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Multipath-Assisted Ultra-Wideband Vehicle Localization in Underground Parking Environment Using Ray-Tracing by Shuo Hu, Lixin Guo, Zhongyu Liu, Shuaishuai Gao

“…We introduce an innovative NLOS positioning framework based on the generalized source (GS) technique, which employs ray-tracing (RT) to transform NLOS paths into equivalent line-of-sight (LOS) paths. …”
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Balancing Prediction Accuracy and Explanation Power of Path Loss Modeling in a University Campus Environment via Explainable AI by Hamed Khalili, Hannes Frey, Maria A. Wimmer

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Optimization of Bioactive Compound Extraction from Iranian Brown Macroalgae <i>Nizimuddinia zanardini</i> with Ultrasound and Microwave Methods Using Fuzzy Logic by Atefe Taherkhani, Akram Sharifi, Mohamed Koubaa

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A Deep Neural Network Framework for Dynamic Two-Handed Indian Sign Language Recognition in Hearing and Speech-Impaired Communities by Vaidhya Govindharajalu Kaliyaperumal, Paavai Anand Gopalan

“…One may consider such as a connecting bridge for bridging communication gaps for the hearing- and speech-impaired, even though it remains as an advanced method for hand gesture expression along with identification through the various different unidentified signals to configure their palms. …”
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Wave dynamics for the new generalized (3+1)-D Painlevé-type nonlinear evolution equation using efficient techniques by Jamilu Sabi'u, Sekson Sirisubtawee, Surattana Sungnul, Mustafa Inc

“…Using these methods, combined with wave transformation and homogeneous balancing techniques, we obtained concise and general wave solutions for the Painlevé-type equation. …”
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A text classification method by integrating mobile inverted residual bottleneck convolution networks and capsule networks with adaptive feature channels by Tao Jin, Jiaming Liu

“…A Capsule Network is designed to adaptively adjust the importance of different feature channels, including N-gram convolutional layers, selective kernel network layers, primary capsule layers, convolutional capsule layers, and fully connected capsule layers, aiming to enhance the model’s ability to capture semantic information of text across different feature channels. …”
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A Novel Damage Detection Method of Reinforced Concrete Frames Using Signal Processing and Extracted Near-Fault Fling-Step Pulses by Amir Ezzodin, Gholamreza Ghodrati Amiri, Hosein Naderpour, Morteza Raissi Dehkordi

“…The analysis process was complemented in three levels: (a) the Fourier transform was utilized to extract the vibration frequency, (b) the time instants of damage occurrence were detected by using the discrete wavelet transform, and (c) accurate damage detection was made by using the extracted pulse components of the records as loading protocol for earthquake simulation and the discrete wavelet transform. …”
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Analysis of causal pathogens of mulberry bacterial blight in samples collected from eight provinces of China using culturomics and metagenomic sequencing methods by Xinpeng Huang, Ting Yuan, Yuxin Huang, Izhar Hyder Qazi, Jiping Liu

“…In recent years, the transformation of sericulture industry, mulberry production system, and increasing seedling trade have resulted in the spread of MBB to different parts of China, posing a major economic threat to the farmers and industry. …”
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The Effect of Data Conversion Methods (Naive Bayes, C5.0 & Support Vector Machine) on the Performance of Classification Algorithms in Data Mining by Hussein Ali Attallah, Ahmed Al-Asadi, Doctor, Sadeer Sadeq

“…It was aimed to examine the effects of data transformation on naive Bayes (NB), C5.0 and support vector machines (SVM) by applying minimum-maximum and z-score normalisation and equal width and equal frequency spacing discrimination methods to different types of data produced by simulation. …”
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