Automatic Segmentation and Enhancement of Pavement Cracks Based on 3D Pavement Images by Baoxian Li, Kelvin C. P. Wang, Allen Zhang, Yue Fei

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A Novel Method Combining Radial Projection with Simultaneous Multislice Imaging for Measuring Cerebrovascular Pulse Wave Velocity by Jeong-Min Shim, Chang-Ki Kang, Young-Don Son

“…Here, we proposed a radial projection method that can reduce signal interference between the blood vessels and aimed to verify the theoretical and practical effects of this method. A dataset from the internal and common carotid arteries (ICA and CCA) was used for both projection methods. …”
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Semantic-enhanced panoptic scene graph generation through hybrid and axial attentions by Xinhe Kuang, Yuxin Che, Huiyan Han, Yimin Liu

“…Experimental validation on the PSG dataset confirms that our approach not only surpasses existing methods in generating detailed panoramic scene graphs but also significantly improves recall rates, thereby enhancing the ability to predict relationships in scene graph generation.…”
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An association between average daily sleep duration and gallstones in US adults by Yong Fang, Qiuyuan Xu, Jia Xu, HaiHua Wang

“…This study analyzes data from 7,441 individuals from the NHANES 2017–2020 dataset, using exclusion criteria to refine the participant pool. …”
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Online Traffic Accident Spatial-Temporal Post-Impact Prediction Model on Highways Based on Spiking Neural Networks by Duowei Li, Jianping Wu, Depin Peng

“…By testing with a new dataset CASTA pertaining to California statewide traffic accidents on highways collected in four years, we prove that the proposed model achieves higher prediction accuracy than other methods (e.g., KNN, shockwave theory, and ANNs). …”
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Geomodeling soil quality using remote sensing and land use metrics in Abeokuta, Nigeria by Tobore Anthony, Anoke Emmanuel

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Determination of Heavy Metals in Alpinia oxyphylla Miq. Collected from Different Cultivation Regions by Dan Zhou, Yurong Fu, Weiyong Lai, Junqing Zhang

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Effectiveness of Dose and Application Interval of Ocimum sanctum Essential Oil as Bactrocera spp. Attractant on Siamese Orange Plants by Lutfir Rahman Amri, Arneti Arneti, Reflinaldon Reflinaldon, My Syahrawati

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Convolutional neural network prediction of the particle size distribution of soil from close-range images by Enrico Soranzo, Carlotta Guardiani, Wei Wu

“…Our model is trained on a diverse dataset of soil samples ranging from clayey silt to gravel. …”
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Acute Myeloid Leukemia (AML) Detection Using AlexNet Model by Maneela Shaheen, Rafiullah Khan, R. R. Biswal, Mohib Ullah, Atif Khan, M. Irfan Uddin, Mahdi Zareei, Abdul Waheed

“…The experiments are conducted on a dataset of four thousand blood smear samples. The results show that AlexNet was able to identify 88.9% of images correctly with 87.4% precision and 98.58% accuracy, whereas LeNet-5 correctly identified 85.3% of images with 83.6% precision and 96.25% accuracy.…”
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Gray-Related Support Vector Machine Optimization Strategy and Its Implementation in Forecasting Photovoltaic Output Power by Bo Xiao, Hai Zhu, Sujun Zhang, Zi OuYang, Tandong Wang, Saeed Sarvazizi

“…The photovoltaic output power variable is evaluated in this study using a powerful machine learning approach called the support vector machine model based on gray-wolf optimization. A vast dataset of previously published papers was compiled for this purpose. …”
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The Ineffectiveness of Manual Treatment of Swimming Pools by Chidozie Charles Nnaji, Agina Ifeyinwa, Iloanya Ifeoma

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Prevalence and Predictors of Urinary Tract Infections among Children with Cerebral Palsy in Makurdi, Nigeria by Emmanuel Adémólá Anígilájé, Terkaa Terrumun Bitto

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System- and sample-agnostic isotropic three-dimensional microscopy by weakly physics-informed, domain-shift-resistant axial deblurring by Jiashu Han, Kunzan Liu, Keith B. Isaacson, Kristina Monakhova, Linda G. Griffith, Sixian You

“…SSAI-3D enables robust axial deblurring by generating a diverse, noise-resilient, sample-informed training dataset and sparsely fine-tuning a large pre-trained blind deblurring network. …”
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Experiments on Optimal Vibration Control of a Flexible Beam Containing Piezoelectric Sensors and Actuators by Gustavo L.C.M. Abreu, José F. Ribeiro, Valder Steffen Jr

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Predicting appropriateness of antibiotic treatment among ICU patients with hospital-acquired infection by Ella Goldschmidt, Ella Rannon, Daniel Bernstein, Asaf Wasserman, Michael Roimi, Anat Shrot, Dan Coster, Ron Shamir

“…To address missing values and dataset imbalances, novel computational methods were introduced. …”
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Computer Vision-Based Drowsiness Detection Using Handcrafted Feature Extraction for Edge Computing Devices by Valerius Owen, Nico Surantha

“…The models were trained on the National Tsing Hua University Driver Drowsiness Detection Dataset, making them highly suitable for devices with a limited computational capacity. …”
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Design of a Novel Superwideband Dual Port Antenna with Second-Order Hilbert Branches and a Modified T-Decoupling Structure by Jingchang Nan, Junru Pan, Xinxin Han, Yifei Wang

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Shedding light on development: Leveraging the new nightlights data to measure economic progress. by Prachi Jhamb, Susana Ferreira, Patrick Stephens, Mekala Sundaram, Jonathan Wilson

“…The emergence of newer and more precise Visible Infrared Imaging Radiometer Suite (VIIRS) data offers potential, yet challenges persist due to temporal and spatial disparities between the two datasets. Addressing this, we employ a novel harmonized NTL dataset (VIIRS + DMSP), which provides the longest and most consistent database available to date. …”
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An Effective Self-Attention-Based Hybrid Model for Short-Term Traffic Flow Prediction by Zhihong Li, Xiaoyu Wang, Kairan Yang

“…The self-attention mechanism module is applied as a feature extraction unit in this hybrid model to enhance the ability of key information capture and to settle the problem on key information disappearing due to the increasing sequence length in traditional models. The dataset of the Guangdong freeway toll station is used for the experimental testing. …”
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