Deep and Domain Specific Feature-Based Cervical Cancer Classification Using Support Vector Machine Optimized With Particle Swarm Optimization by Ritesh Maurya, Lucky Rajput, Satyajit Mahapatra

“…This work proposes a novel approach by combining the deep features extracted from MobileNetV1 model with the domain-specific shape features, texture features and color features for cervical cancer classification. …”
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Between-and within-socioeconomic groups temporal inequality in the uptake of malaria prevention strategies among pregnant women and under-five children in Ghana (2003–2022) by Denis Okova, Akim Tafadzwa Lukwa, Marian Edusei, Paidamoyo Bodzo, Christian Atta-Obeng, Plaxcedes Chiwire, Charles Hongoro

“…Despite over two decades of efforts including insecticide-treated net (ITN) distribution and intermittent preventive treatment in pregnancy (IPTp), universal and equitable coverage has not been achieved. …”
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Transient Stability Prediction of Power Systems Based on Deep Residual Network and Data Augmentation by Yanzhen ZHOU, Xianyu ZHA, Jian LAN, Qinglai GUO, Hongbin SUN, Feng XUE, Shengming WANG

“…In traditional data-driven power system transient stability assessment methods, the impact of noise in the collected data and the information missing problems are rarely considered for the transient stability prediction. …”
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Ses Hijyeniyle İlgili İçeriğe Sahip İnternet Sitelerinin Okunabilirlik ve Kalite Açılarından İncelenmesi by Rana Sarpkaya, Rıza Korhan Sezin

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GLFFNet: Global–Local Feature Fusion Network for High-Resolution Remote Sensing Image Semantic Segmentation by Saifeng Zhu, Liaoying Zhao, Qingjiang Xiao, Jigang Ding, Xiaorun Li

“…Specifically, we use the residual network (ResNet) as the main branch to extract local features. …”
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AMFEF-DETR: An End-to-End Adaptive Multi-Scale Feature Extraction and Fusion Object Detection Network Based on UAV Aerial Images by Sen Wang, Huiping Jiang, Jixiang Yang, Xuan Ma, Jiamin Chen

“…Specifically, to extract target features from complex backgrounds more accurately, we propose an adaptive backbone network, FADC-ResNet, which dynamically adjusts dilation rates and performs adaptive frequency awareness. …”
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Community Drivers Affecting Adherence to WHO Guidelines Against COVID-19 Amongst Rural Ugandan Market Vendors. by Usman, Ibe Michael, Ssempijja, Fred, Ssebuufu, Robinson, Lemuel, Ann Monima, Archibong, Victor Bassey, Ayikobua, Emmanuel Tiyo, Aruwa, Joshua Ojodale, Kembabazi, Stellamaris, Kegoye, Eric Simidi, Ayuba, John Tabakwot, Okeniran, Olatayo Segun, Echoru, Isaac, Adeoye, Azeez, Mujinya, Regan, Nankya, Viola, Keneth Iceland, Kasozi

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A novel mechanism-guided residual network for accurate modelling of scroll expander under noisy and sparse data conditions by Xiaoshuang Lv, Xin Ma, Wei Peng, Ke Li, Chengdong Li

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Remote Sensing Image Scene Classification Based on Mutual Learning With Complementary Multi-Features by Anzhi Chen, Mengyang Xu

“…Experimental results demonstrated that the proposed MLCMF-Net framework effectively improved the accuracy of scene classification compared to existing models.…”
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A Hybrid Deep Learning Framework for Deepfake Detection Using Temporal and Spatial Features by Fazeel Zafar, Talha Ahmed Khan, Salas Akbar, Muhammad Talha Ubaid, Sameena Javaid, Kushsairy Abdul Kadir

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Integrating a trauma recovery center into an urban hospital setting serving multiply marginalized patients in the Southeastern United States by Emma C. Lathan, Iurii Davydenko, Christyn R. Hosking, Diana Cortina Rodriguez, Tamara Haynes, Abigail Powers

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Evaluation of the Transparency of the Medical Insurance System in Ukraine by Oleksii Zakharkin, Liudmyla Zakharkina, Paulina Srovnalikova, Volodymyr Novikov, Iryna Basanets

“…The study of the transparency of the health insurance system was carried out in the following logical sequence: the relevance and problematic of the researched question are determined, as well as the position of scientists regarding this is summarized; a general analysis of the dynamics of net insurance premiums and net insurance payments for 2019-2021 was carried out, for various types of insurance, including medical insurance; the activity of the most rated insurance companies in health insurance was analyzed by the level of insurance premiums and payments as of the end of 2021; a comparative analysis of the insurance products of the companies was carried out and, based on transparency indicators and a scoring system, a conditional division of the analyzed commercial institutions according to the level of information transparency into high, medium and low levels was performed, based on the obtained points with the selection of the most attractive and informationally open institutions; the final stage of the article provides conclusions and own recommendations for solving problematic aspects of the research. …”
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Cataloguing In Special Libraries In The 1990s by Elizabeth Makin, Nigel Ford, Alexander M. Robertson

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Dolandırıcılık Suçunun Basın ve Yayın Araçlarının Sağladığı Kolaylıktan Yararlanılmak Suretiyle İşlenmesi ( TCK m.158/1-g) by Zahit Yılmaz

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CCTNet: CNN and Cross-Shaped Transformer Hybrid Network for Remote Sensing Image Semantic Segmentation by Honglin Wu, Zhaobin Zeng, Peng Huang, Xinyu Yu, Min Zhang

“…This model follows an encoder–decoder structure. It employs ResNet18 as an encoder to extract hierarchical feature information, and constructs a transformer decoder based on efficient cross-shaped self-attention to fully model local and global feature information and achieve lightweighting of the network. …”
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Deep TPS-PSO: Hybrid Deep Feature Extraction and Global Optimization for Precise 3D MRI Registration by Gayathri Ramasamy, Tripty Singh, Xiaohui Yuan, Ganesh R Naik

“…The method combines a 3D ResNet encoder to extract volumetric features, a Thin Plate Spline (TPS) model to capture smooth anatomical deformations, and Particle Swarm Optimization (PSO) to estimate transformation parameters efficiently without relying on gradients. …”
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Research on Building’s Carbon Emission Calculation and Reduction Strategy Based on Life Cycle Assessment (LCA) and Building in Formation Modeling (BIM): A Case Study in Beijing, Ch... by Li Li, Lijun Gao, Xin Zhang, Huijuan Xu, Lu Jiang

“…It should be noted that these percentages reflect the net contributions to total carbon emissions throughout the building’s life-cycle, taking into account both emission sources and sinks. …”
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MAMNet: Lightweight Multi-Attention Collaborative Network for Fine-Grained Cropland Extraction from Gaofen-2 Remote Sensing Imagery by Jiayong Wu, Xue Ding, Jinliang Wang, Jiya Pan

“…This framework integrates a lightweight encoder, a global–local Transformer decoder, and a bidirectional attention architecture to achieve efficient and accurate farmland information extraction. First, we reconstruct the ResNet-18 backbone network using deep separable convolutions, reducing computational complexity while preserving feature representation capabilities. …”
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WiCNNAct: Wi-Fi-Based Human Activity Recognition Utilizing Deep Learning on the Edge Computing Devices by Venkata Raghava Shashank Viswanathuni, Rakesh Reddy Yakkati, Sreenivasa Reddy Yeduri, Linga Reddy Cenkeramaddi

“…The proposed three-channel Wi-Fi-Net underwent verification with 10-fold testing validation and achieved an overall accuracy of 98.29% with a standard deviation of 0.33%. …”
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A Novel Dynamic Context Branch Attention Network for Detecting Small Objects in Remote Sensing Images by Huazhong Jin, Yizhuo Song, Ting Bai, Kaimin Sun, Yepei Chen

“…These results surpass RetinaNet, YOLOF, FCOS, Faster R-CNN, Dynamic R-CNN, SKNet, and Cascade R-CNN, highlighting its effectiveness in detecting small objects in remote sensing images. …”
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