Improved lung nodule segmentation with a squeeze excitation dilated attention based residual UNet by Dhafer Alhajim, Karim Ansari-Asl, Gholamreza Akbarizadeh, Mehdi Naderi Soorki

“…The current research introduces a Squeeze-Excitation Dilated Attention-based Residual U-Net (SEDARU-Net) with a robust intensity normalization technique to address the challenges related to different types and sizes of lung nodules and to achieve an improved lung nodule segmentation. …”
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MUNet: a novel framework for accurate brain tumor segmentation combining UNet and mamba networks by Lijuan Yang, Lijuan Yang, Qiumei Dong, Da Lin, Chunfang Tian, Xinliang Lü

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UNet-Att: a self-supervised denoising and recovery model for two-photon microscopic image by Yuer Lu, Yongfa Ying, Chen Lin, Yan Wang, Jun Jin, Xiaoming Jiang, Jianwei Shuai, Xiang Li, Jinjin Zhong

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N2GNet tracks gait performance from subthalamic neural signals in Parkinson’s disease by Jin Woo Choi, Chuyi Cui, Kevin B. Wilkins, Helen M. Bronte-Stewart

“…Current algorithms, however, utilize condensed and manually selected neural features which may result in a less robust and biased therapy. In this study, we propose Neural-to-Gait Neural network (N2GNet), a novel deep learning-based regression model capable of tracking real-time gait performance from subthalamic nucleus local field potentials (STN LFPs). …”
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An Overview of Gillnet and Trammel Net Size Selectivity in the Turkish Inland Fisheries by Tuncay Ateşşahin, Mehmet Cilbiz

“…The major problem in terms of management is that different ideal mesh sizes are applied to different fish species that are in the same fishing place. Set nets with an ideal-mesh size for a species has a potential of catching individuals below LFM of other species in the same fishing grounds. …”
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Study on the durability of solidified mud under chloride and dry-wet coupling by Zhang Songtao, Pang Jianyong, Zhang Jinsong, Zhou Changwei, Wang Yaxing

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Wet Anisotropic Etching Characteristics of Si{111} in KOH-Based Solution by Xiezheng Yu, Yinghua Ye, Peng Zhu, Lizhi Wu, Ruiqi Shen, Chen-guang Zhu

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Perineuronal nets in motor circuitry regulate the performance of learned vocalizations in songbirds by Xinghaoyun Wan, Angela S. Wang, Daria-Salina Storch, Vivian Y. Li, Jon T. Sakata

“…Across taxa, neural circuits underlying motor learning and control are replete with perineuronal nets (PNNs), and we analyzed how PNNs in vocal motor circuitry regulate the performance of learned song in zebra finches. …”
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Emerging Role and Therapeutic Implication of Wnt Signaling Pathways in Autoimmune Diseases by Juan Shi, Shuhong Chi, Jing Xue, Jiali Yang, Feng Li, Xiaoming Liu

“…The Wnt signaling pathway plays a key role in many biological aspects, such as cellular proliferation, tissue regeneration, embryonic development, and other systemic effects. …”
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Thermodynamic analysis of expansion process of screw expander in wet steam area by A. M. Kalashnikov, G. I. Chernov, V. L. Yusha

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Influence of Temperature on Lubrication and Friction Characteristic of Wet Clutch Friction Pair by Pintao Yang, Zhonghua Ding, Wei Zhang

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Researching on insulator defect recognition based on context cluster CenterNet++ by Bo Meng

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Reliability Model of the Fly-By-Wire System Based on Stochastic Petri Net by Zhong Lu, Zhiwen Zhang, Lu Zhuang, Jia Zhou

“…In the paper, stochastic Petri nets are applied in the reliability modeling and analysis for the fly-by-wire system to represent its dynamic (time-dependent) failure behaviors. …”
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On Productions of Net-Baryons in Central Au-Au Collisions at RHIC Energies by Ya-Hui Chen, Guo-Xing Zhang, Fu-Hu Liu

“…The transverse momentum and rapidity distributions of net-baryons (baryons minus antibaryons) produced in central gold-gold (Au-Au) collisions at 62.4 and 200 GeV are analyzed in the framework of a multisource thermal model. …”
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EMFF-Net: Edge-Enhancement Multi-Scale Feature Fusion Network by Xuhui Guan, Jiwang Zhou, Jian Chen, Xiaodan Xu, Yizhang Jiang, Kaijian Xia

“…To address these issues, we propose a multi-scale feature fusion network based on edge enhancement. …”
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Fast application-level traffic classification using NetFlow records by Liang CHEN, Jian GONG

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Influence of Drying–Wetting Cycles on the Water Retention and Microstructure of Residual Soil by Xu-tang Xu, Dao-qi Liu, Zhen-xing Xian, Feng Yang, Wen-bin Jian, Xiang Xu, Jian-bin Huang

“…Due to frequent changes in the humid and hot environment, the residual soil with a particle-size distribution (PSD) from gravel to clay experiences multiple drying–wetting cycles. The pressure plate test and nuclear magnetic resonance (NMR) spectroscopy were used to investigate the influence of drying–wetting cycles on the soil–water characteristic curve (SWCC) and pore-size distribution (POSD) of undisturbed residual soil. …”
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Structify-Net: Random Graph generation with controlled size and customized structure by Cazabet, Remy, Citraro, Salvatore, Rossetti, Giulio

“…Finally, we introduce an implementation as a Python library named Structify-net. …”
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BeatNet+: Real-Time Rhythm Analysis for Diverse Music Audio by Mojtaba Heydari, Zhiyao Duan

“…This paper presents a comprehensive study on real-time music rhythm analysis, covering joint beat and downbeat tracking for diverse kinds of music signals. We introduce BeatNet+, a two-stage approach to real-time rhythm analysis built on a previous state-of-the-art method named BeatNet. …”
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Tuning Wetting Properties Through Surface Geometry in the Cassie–Baxter State by Talya Scheff, Florence Acha, Nathalia Diaz Armas, Joey L. Mead, Jinde Zhang

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