Lightweight Detection and Counting of Maize Tassels in UAV RGB Images by Hang Yang, Jiaji Wu, Yi Lu, Yuning Huang, Pinwei Yang, Yurong Qian

“…DLMNet features: (1) an efficient channel and spatial attention mechanism (ECSA) that suppresses high sunlight reflection noise and enhances details under low sunlight conditions, and (2) a dynamic feature fusion module (DFFM) that improves tassel recognition through dynamic fusion of shallow and deep features. …”
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Explainable AI in medical imaging: an interpretable and collaborative federated learning model for brain tumor classification by Qurat-ul-ain Mastoi, Shahid Latif, Sarfraz Brohi, Jawad Ahmad, Abdulmajeed Alqhatani, Mohammed S. Alshehri, Alanoud Al Mazroa, Rahmat Ullah

“…IntroductionA brain tumor is a collection of abnormal cells in the brain that can become life-threatening due to its ability to spread. Therefore, a prompt and meticulous classification of the brain tumor is an essential element in healthcare care. …”
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High-precision large-aperture single-frame interferometric surface profile measurement method based on deep learning by Liang Tang, Mingzhi Han, Shuai Yang, Ye Sun, Lirong Qiu, Weiqian Zhao

“…These issues significantly hinder its ability to achieve real-time and dynamic high-precision measurements. …”
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Performance Evaluation of YOLOv11 and YOLOv12 Deep Learning Architectures for Automated Detection and Classification of Immature Macauba (<i>Acrocomia aculeata</i>) Fruits by David Ribeiro, Dennis Tavares, Eduardo Tiradentes, Fabio Santos, Demostenes Rodriguez

“…Fused model representations revealed optimized layer fusion and reduced computational overhead (GFLOPs), facilitating efficient deployment. Confusion-matrix analyses confirmed YOLOv11x’s ability to reject background clutter more effectively than YOLOv12x, whereas precision–recall and F1-score curves indicated both models maintain near-perfect detection balance across thresholds. …”
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Modeling Burst Error Processes in ITU-T G.hnem-Based PLC Systems: Noisy Indoor Environment Analysis Using a Generative Semi-Hidden Markov Model by Akintunde Oluremi Iyiola, Theo G. Swart, Ayokunle Damilola Familua, Thokozani Shongwe

“…Together, these contributions enhance the understanding of burst error dynamics and provide a foundation for improving the resilience and efficiency of NB-PLC networks in real-world indoor environments.…”
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Anthocyanins and flavonoids derived from Clitoria ternatea L. flower inhibit bladder cancer growth via suppressing fatty acid synthesis mediated by SREBP1 pathway by Liu Chenkai, Liu Jue, Liu Gao, Song Yusong, Yang Xiuyu, Gao Honglei, Xiang Cheng, Sang Jie, Xu Tianrui, Sang Jun

“…ternatea flowers (DDH) are prepared via macroporous resin-based extraction coupled with an efficient and reliable two-dimensional UPLC-DAD-MS/MS method. …”
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The Impact of Diet on Performance in Endurance Sports - Literature Review by Aleksandra Broda, Kacper Hoksa, Ewa Dubniewicz, Paula Majewska, Alicja Staszek, Wiktoria Łoskot, Jan Szwech, Mateusz Matczak, Karol Jasiński, Krzysztof Jodłowski

“…Current Knowledge: Athletic performance is the body's ability to perform physical exertion for an extended period without excessive fatigue while maintaining adequate efficiency. …”
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Sexually transmitted founder HIV-1 viruses are relatively resistant to Langerhans cell-mediated restriction. by Nina Hertoghs, Bernadien M Nijmeijer, Nienke H van Teijlingen, Angharad E Fenton-May, Tanja M Kaptein, John L van Hamme, John C Kappes, Neeltje A Kootstra, Beatrice H Hahn, Persephone Borrow, Carla M S Ribeiro, Teunis B H Geijtenbeek

“…These data suggest that T/F HIV-1 variants have the ability to infect immature LCs, which will facilitate transmission.…”
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Relationship between Management Potential and Cognitive Characteristics of Managers of Different Government Levels by Yu. K. Barkova, E. V. Selezneva, Yu. V. Sinyagin

“…The article deals with leading role of managers in improving the efficiency and effectiveness of management in all spheres of social life. …”
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Przekonanie o własnej skuteczności nauczycielskiej wśród studentów pedagogiki by Kinga Łagowska

“…The ability to assess one’s own effectiveness is an essential competence of future educators. …”
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Plasmid role in agar utilization by Pseudomonas sp. HK1 by Baghdad Science Journal

“…HK1 isolate was selected because of its efficiency and ability to grow in high density on agar media for transformation and curing experiments, these were checked by transformation experiments after their expression in E. coli MM294. …”
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STRUCTURAL COMPONENTS OF INSTRUMENTAL AND PERFORMANCE SKILLS OF FUTURE TEACHERS OF MUSIC ART by L.O. Kovalova-Honchariuk

“…The cognitive component includes a fundamental basis of knowledge, skills and abilities to instrumental performance, the ability to vividly reproduce artistic and musical images. …”
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Advanced Nanopharmaceutical Intervention for the Reduction of Inflammatory Responses and the Enhancement of Behavioral Outcomes in APP/PS1 Transgenic Mouse Models by Jun Li, Dongqing Huang, Wanchen Liao, Yulin Wang, Yibiao Liu, Ping Luan

“…Water maze behavioral experiments revealed that BP-PEG-Tar@Cur enhanced spatial memory, learning ability, and alleviated behavioral disorders in AD mice. …”
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Osmotic tolerance and cryopreservation of Jamaican fruit bat (Artibeus jamaicensis) sperm by Elisha Xiao-Kim, James K. Graham, Tony Schountz, Jennifer P. Barfield

“…However, little is known regarding the ability to preserve bat genetics, including sperm. …”
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Abnormal Electricity Consumption Behaviors Detection Based on Improved Deep Auto-Encoder by Nvgui LIN, Lanxiu HONG, Daoshan HUANG, Yang YI, Zhixuan LIU, Qifeng XU

“…To improve the feature extraction ability and the robustness of AE network, the sparse restrictions and the noise coding are introduced into the auto-encoder, and the hyper-parameters of AE network are optimized through the particle swarm optimization algorithm to improve the learning efficiency and generalization ability. …”
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Multiple crack detection using wavelet transforms and energy signal techniques by Jalal Akbari, Majid Ahmadifarid, Abbas Kazemi Amiri

“…For this purpose, by adding low-intensity noises to the curvature of the mode shapes, the abilities of the mentioned methods are evaluated. The results indicate that each method is not individually efficient in the detection of damages in noisy conditions, but the combination of them under noisy conditions is more reliable.…”
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Towards a computer-assisted assessment of imitation in children with autism spectrum disorder based on a fine-grained analysis by Rujing Zhang, Jingying Chen, Xiaodi Liu, Yanling Gan, Guangshuai Wang

“…However, existing assessment methods usually provide a qualitative description of whether children imitate while ignoring individual variability in their imitation ability. Therefore, this study proposes a computer-assisted method for the refined assessment of imitation ability in children with ASD. …”
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Carbon sequestration by microalgae to reduce carbon emission and strengthening strategy by WANG Yi, CHEN Danqing, MAO Weiwei, LI Pengcheng, SONG Chunfeng*

“…These traits include a rapid growth rate, strong tolerance to stress, high CO_2 fixation efficiency, and the ability to produce large biomass. …”
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An improved Red-billed blue magpie feature selection algorithm for medical data processing. by Chenyi Zhu, Zhiyi Wang, Yinan Peng, Wenjun Xiao

“…To further enhance the performance, this paper also constructs the V2IRBMO variant by combining the S-shaped and V-shaped transfer functions, which further enhances the robustness and generalization ability of the algorithm. Experiments demonstrate that IRBMO exhibits high efficiency, generality and excellent generalization ability in feature selection tasks. …”
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About Possibility of Remote Diagnostics of the Respiratory System by Auscultation by E. G. Zaitseva, M. V. Chernetsky, N. A. Shevel

“…The organizational tasks that need to be solved for the implementation of diagnostics are formulated.Use of the method of remote diagnostics of the respiratory system, providing the ability to determine points of auscultation without the direct presence of a diagnostic specialist and the module will allow increasing efficiency of treatment of pulmonary diseases reduce infection risks and economic costs.…”
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