Enhancing Intelligent Road Target Monitoring: A Novel BGS-YOLO Approach Based on the YOLOv8 Algorithm by Xingyu Liu, Yuanfeng Chu, Yiheng Hu, Nan Zhao

“…However, current technologies face significant limitations in multi-level feature fusion and the accurate identification of key targets in complex data environments. …”
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Early stroke behavior detection based on improved video masked autoencoders for potential patients by Meng Wang, Guanci Yang, Kexin Luo, Yang Li, Ling He

“…Dual attention mechanism-based method for the fusion of these global and local features is proposed. …”
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Second-Generation Triple Reporter for Bioluminescence, Micro–Positron Emission Tomography, and Fluorescence Imaging by Aparna H. Kesarwala, Julie L. Prior, Jinwu Sun, Scott E. Harpstrite, Vijay Sharma, David Piwnica-Worms

“…Furthermore, a triple-reporter construct was developed in which monster green fluorescent protein (MGFP), a recently available enhanced fluorescent protein, was introduced into the fusion vector downstream of an internal ribosome entry site (IRES) to allow analysis by fluorescence microscopy or flow cytometry without compromising the specific activities of the upstream fusion components. …”
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Semantic segmentation of substation tools using an improved ICNet network by Guozhong Liu, Qiongping Tang, Changnian Lin, An Xu, Chonglong Lin, Hao Meng, Mengyu Ruan, Wei Jin

“…The network uses multiscale branches and cascaded feature fusion units to extract rich multilevel features. …”
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Maritime Small Object Detection Algorithm in Drone Aerial Images Based on Improved YOLOv8 by Peng Ling, Yihong Zhang, Shuai Ma

“…Then, we propose an improved network fusion model based on weighted bi-directional feature pyramid network (BiFPN) to reconstruct the neck, which can enhance the features of small targets through weighted fusion of feature information of different scales and bidirectional cross-scale connection. …”
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Improving UAV Aerial Imagery Detection Method via Superresolution Synergy by Dianwei Wang, Zehao Gao, Jie Fang, Yuanqing Li, Zhijie Xu

“…In addition, we propose an innovative adaptive feature fusion technique, which not only surpasses traditional concatenation methods in integrating multiscale features effectively but also demonstrates remarkable improvement in feature utilization and further refinement of the fusion process. …”
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Genotype Diversity of Newcastle Disease Virus in Nigeria: Disease Control Challenges and Future Outlook by Muhammad Bashir Bello, Khatijah Mohd Yusoff, Aini Ideris, Mohd Hair-Bejo, Ben P. H. Peeters, Abdurrahman Hassan Jibril, Farouk Muhammad Tambuwal, Abdul Rahman Omar

“…In this review, we examine the current ecological distribution of various NDV genotypes in Nigeria based on the available complete fusion protein nucleotide sequences (1662 bp) in the NCBI database. …”
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Degrade or Super-Resolve to Recognize? Bridging the Domain Gap for Cross-Resolution Face Recognition by Klemen Grm, Berk Kemal Ozata, Alperen Kantarci, Vitomir Struc, Hazim Kemal Ekenel

“…Our results show that the combination of standard computer vision approaches such as degradation, super-resolution, feature fusion, and score fusion can be used to substantially improve performance on the task of low resolution face recognition using off-the-shelf face recognition models without re-training on the target domain.…”
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Integrating manual annotation with deep transfer learning and radiomics for vertebral fracture analysis by Jing Wang, Zhirui Dong, Huanxin He, Zhiyang Gao, Yukai Huang, Guangcheng Yuan, Libo Jiang, Mingdong Zhao

“…Optimal DTL modeling improved to 0.992 (training) and 0.941 (test). Feature fusion further boosted AUCs to 1.000 (training) and 0.964 (test). …”
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Cervical Bone Graft Candida albicans Osteomyelitis: Management Strategies for an Uncommon Infection by Carlo Brembilla, Luigi Andrea Lanterna, Andrea Risso, Giuseppe Bonaldi, Paolo Gritti, Bruno Resmini, Andrea Viscone

“…The current case concerns a 27-year-old man with a spinal cord injury who, after undergoing anterior cervical fixation and fusion surgery, developed postoperative systemic bacterial infection and required long-term antibiotic therapy. …”
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Enhancing Underwater Video from Consecutive Frames While Preserving Temporal Consistency by Kai Hu, Yuancheng Meng, Zichen Liao, Lei Tang, Xiaoling Ye

“…In addition, to address the limitations of traditional U-Net models in handling complex multiscale feature fusion, this study proposes a novel underwater feature fusion module. …”
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Citrate Anticoagulation for Continuous Renal Replacement Therapy in Critically Ill Patients: Success and Limits by Filippo Mariano, Daniela Bergamo, Ezio Nicola Gangemi, Zsuzsanna Hollo', Maurizio Stella, Giorgio Triolo

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Crystalline-Like Keratopathy after Intravenous Immunoglobulin Therapy with Incomplete Kawasaki Disease: Case Report and Literature Review by Elif Erdem, Emine Kocabas, Hande Taylan Sekeroglu, Özlem Özgür, Meltem Yagmur, T. Reha Ersoz

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The BCOR-rearranged sarcoma involving the lung: Diagnosis with clinical outcome and literature review by Rakesh K. Gupta, Bharat Rekhi, Mehar C. Sharma, Ranganath Ganga, Mudalsha Ravina, Amit Kumar, Dibakar Sahu

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Effect of Antimicrobial Photodynamic Therapy on Aggregatibacter actinomycetemcomitans Biofilm using Confocal Fluorescence Imaging—An In vitro Study by R Sindhujaa, PL Ravi Shankar, K Raja Pandian, Deepak Chandrasekharan, A Sheryl Dolly, KM Mohamed Rashik

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Use Of Anti-Epileptics For Seizure Prophylaxis After Traumatic Brain Injury In The Pediatric Population by Aroosh Khan, Sidra Tul Muntaha, Hammad Ayaz, Afrah Tariq, Huma Mughal

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Hydropneumothorax Revealing a Pneumoblastoma in Children by Karima El Fakiri, Ghizlane Draiss, Noureddine Rada, Mohammed Bouskraoui, Abderrachid Hamdaoui, Mohamed Oulad Saiad

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Exposure to Common Food Additive Carrageenan Alone Leads to Fasting Hyperglycemia and in Combination with High Fat Diet Exacerbates Glucose Intolerance and Hyperlipidemia without E... by Sumit Bhattacharyya, Leo Feferman, Terry Unterman, Joanne K. Tobacman

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HHV-8-Associated Lymphoproliferative Disorders and Pathogenesis in an HIV-Positive Patient by Carlo Guerrero, Tania Jain, Katalin Kelemen

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Review of studies on PICC tip position under ultrasonic localization for neonates (超声心动图技术定位新生儿PICC导管尖端位置的研究进展) by QIAO Nan (乔楠)

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