A privacy-preserved horizontal federated learning for malignant glioma tumour detection using distributed data-silos. by Shagun Sharma, Kalpna Guleria, Ayush Dogra, Deepali Gupta, Sapna Juneja, Swati Kumari, Ali Nauman

“…The configuration and development of the pre-trained MobileNetV2 base model have been performed, which is then applied to the federated learning(FL) framework. …”
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Research on Multi-Objective Pedestrian Tracking Algorithm Based on Full-Size Feature Fusion by Yihuai Zhu, Zhandong Liu, Ke Li, Yong Li, Xiangwei Qi, Nan Ding

“…The algorithm utilizes the proposed feature extraction network, Better Omni-Scale Net (BOSNet), to captures both global and local appearance information, effectively reducing appearance information loss. …”
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Sentiment analysis using a lexicon-based approach in Lisbon, Portugal by Iuria Betco, Ana Isabel Ribeiro, David S. Vale, Luis Encalada-Abarca, Cláudia M. Viana, Jorge Rocha

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High accuracy identification of maize seed varieties based on a lightweight improved YOLOv8 by Siqi Niu, Xiaolin Xu, Ao Liang, Yuliang Yun, Fengqi Hao, Jinqiang Bai, Wenyi Sheng, Dexin Ma

“…Firstly, the backbone was replaced with FasterNet, which reduced redundant computation and memory access, allowing more efficient extraction of spatial features. …”
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MEDIA EXPOSURE AS A MODERATOR IN THE ESG-FIRM VALUE RELATIONSHIP by Vita Aprilina, Tri Lestari, Windu Mulyasari, Ina Indriana

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Analysis of granger causality between daily and monthly temperatures of water and air, as illustrated with the example of Noteć river by Renata Graf

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The effect of traditional agricultural practices on the food consumption of households facing extreme weather events in Tanzania by Tim Wegenast, Niklas Hänze, Roos Haer, Marcel Birulés

“…Methods We combine temperature and rain data with information on farming practices and food consumption information provided by the Living Standards Measurement Study–Integrated Surveys on Agriculture for more than 25,000 Tanzanian households nationwide. …”
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A Deep Learning Approach for Beamforming and Contrast Enhancement of Ultrasound Images in Monostatic Synthetic Aperture Imaging: A Proof-of-Concept by Edoardo Bosco, Edoardo Spairani, Eleonora Toffali, Valentino Meacci, Alessandro Ramalli, Giulia Matrone

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Hierarchical Transfer Learning with Transformers to Improve Semantic Segmentation in Remote Sensing Land Use by Miaomiao Chen, Lianfa Li

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Body-part-based individual feral cat identification from camera trap images using deep learning by Rio Rifqi Syah Akbar, Matthew W. Rees, Patricia A. Fleming, Ferdous Sohel

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Towards trustworthy AI-driven leukemia diagnosis: A hybrid Hierarchical Federated Learning and explainable AI framework by Khadija Pervez, Syed Irfan Sohail, Faiza Parwez, Muhammad Abdullah Zia

“…This paper proposes a novel approach to identify and categorize acute lymphoblastic leukemia that uses explainable artificial intelligence and federated learning to train models across multiple institutions while keeping patient information decentralized and encrypted. The framework trains EfficientNetB3 for the classification of leukemia cells and incorporates explainability techniques to make decisions of the underlying model transparent and interpretable. …”
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PATNet: Permute attention and transformer-enhanced network for segmentation of musculoskeletal ultrasound images by Yating Wu, Feng Bu, Jin Tian, Li Zhao, Guangfei Yang, Jianming Lu

“…The model is built upon the classical U-Net architecture to enhance the perception of microstructural features in muscle fibers.The Permute Spatial Attention (PSA) module reconstructs spatial information into the channel dimension, improving the model's sensitivity to muscle fiber orientation, density, and fine-grained texture variations. …”
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Factors Affecting Immunization Coverage for Children Under Five Years in Rwanyamahembe Sub-County, Mbarara District- Uganda. by Omia, Santos

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ICT Enabled Learning and Teaching Innovations in Higher Education by G. Kabatangare, Tumuhairwe

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Relationship Between Performance Management Practices and Organizational Effectiveness in Kabale District Uganda: A Case Study of Stanbic Bank. by Orikiriza, Brendah

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Electronic Records Management and Office Organization: A Case Study of Rugarama Hospital. by Nimusiima, Talent

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Impact of Flooding of River Nyamwamba on Community Development: A Case Study of Nyamwamba Sub-County Kasese District. by Bihamba, Juliet

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Adoption of sustainable agricultural intensification practices: assessing the role of institutional and socio economic factors amongst smallholder farmers. by Kule, Enos Katya, Agole, David, Obia, Alfred, Okello, Daniel Micheal, Odongo, Walter

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Student Councils and Management Of Discipline in Selected Secondary Schools in Kamwenge District. by Wilson, Hakiza

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Micro-credit institution’s services and sustainability of micro, small and medium-scale enterprises during Covid-19 pandemic in Kigezi region south western Uganda by Moses, Agaba, Siraje, Kaaya, Nafiu, Lukman Abiodun

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