A Picking Point Localization Method for Table Grapes Based on PGSS-YOLOv11s and Morphological Strategies by Jin Lu, Zhongji Cao, Jin Wang, Zhao Wang, Jia Zhao, Minjie Zhang

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CSDNet: Context-Aware Segmentation of Disaster Aerial Imagery Using Detection-Guided Features and Lightweight Transformers by Ahcene Zetout, Mohand Saïd Allili

“…The architecture combines a lightweight transformer module for global context modeling with depthwise separable convolutions (DWSCs) to enhance efficiency without compromising representational capacity. …”
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Historicizing National Socialism and Mehmet Genç by Ahmet Okumuş

“…National Socialism, more than just a political ideology, signifies one of the most convoluted historical events of the twentieth century. …”
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Predicting mucosal healing in Crohn’s disease: development of a deep-learning model based on intestinal ultrasound images by Li Ma, Yuepeng Chen, Xiangling Fu, Jing Qin, Yanwen Luo, Yuanjing Gao, Wenbo Li, Mengsu Xiao, Zheng Cao, Jialin Shi, Qingli Zhu, Chenyi Guo, Ji Wu

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NeoPred: dual-phase CT AI forecasts pathologic response to neoadjuvant chemo-immunotherapy in NSCLC by Rui Wang, Guan Wang, Ying Huang, Yu Jiang, Zhigang Li, Chao Yang, Yuan Zhang, Hengrui Liang, Jianxing He, Zhichao Liu, Hongxu Liu, Jia Zhang, Hong Yu, Guangjian Zhang, Hongshen Deng, Zeping Yan, Wenhai Fu, Jianqi Zheng, Runchen Wang, Houlu Xiao, Zhenlin Chen, Xiaomin Ge, Pingwen Yu, Junke Fu, Bohao Liu, Chudong Wang, Yuechun Lin, Linchong Huang, Fei Cui

“…Three 3-dimensional convolutional neural networks (pre-treatment CT, pre-surgical CT, dual-phase CT) were developed; the best-performing dual-phase model (NeoPred) optionally integrated clinical variables. …”
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A Domain-Specific Pretrained Model for Detecting Malignant and Premalignant Ocular Surface Tumors: A Multicenter Model Development and Evaluation Study by Zhongwen Li, Yangyang Wang, Wei Qiang, Xuefang Wu, Yanyan Zhang, Yiyuan Gu, Kuan Chen, Donghua Qi, Liheng Xiu, Yunduan Sun, Daoyuan Li, Yahui Xi, Shiqi Yin, Feng Wen, Mingmin Zhu, Yi Shao, Jiewei Jiang, Wei Chen, Guohai Wu

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Enhanced YOLOv8 for Robust Pig Detection and Counting in Complex Agricultural Environments by Jian Li, Wenkai Ma, Yanan Wei, Tan Wang

“…These improvements include DCNv4 deformable convolutions for irregular pig postures, BiFPN bidirectional feature fusion for multi-scale information integration, EfficientViT linear attention for computational efficiency, and PIoU v2 loss for improved overlap handling. (2) A density-aware post-processing module with intelligent NMS strategies that adapt to different crowding scenarios. …”
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YOLO-SAG: An improved wildlife object detection algorithm based on YOLOv8n by Lingli Chen, Gang Li, Shunkai Zhang, Wenjie Mao, Mei Zhang

“…Integrating the GSConv and VoV-GSCSP module lightens neck convolutions, reducing computational redundancy and balancing the computational and parametric quantities brought by the AIFI. …”
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Nozzle Jamming Granularized Blood‐Derived Proteins for Bioprinting Cell‐Instructive Architectures by Lucas S. Ribeiro, João Rocha Maia, Vítor M. Gaspar, Catarina A. Custódio, Emerson R. Camargo, Rita Sobreiro‐Almeida, João F. Mano

“…Printability was evaluated in filaments, scaffold grids, and convoluted structures. Taking advantage of the previously introduced photocurable moieties, post‐printing photocrosslinking was used for the annealing of the microgels, leading to increased scaffold mechanical stability and robustness. …”
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Clinical and genetic characteristics of type 3 lissencephaly caused by a mutation in the TUBA1A gene (OMIM: 611603) by D. M. Guseva, T. V. Markova, L. A. Bessonova, S. S. Nikitin, E. L. Dadali, O. A. Shchagina

“…Lissencephaly (LIS) is a spectrum of malformations of the cerebral cortex that occur as a result of impaired migration of neuronal precursors to the cortical plate and the formation of furrows and convolutions in the post‑migration period of embryonic development. …”
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Exploiting the power of stepwise intraoperative irrigant activation to maximize oval canal disinfection: an ex-vivo investigation by Mohammed Turky, Shaimaa Hamdy, Soha Elhady

“…Employing a stepwise intraoperative irrigation activation method can enhance disinfection efficacy in these convoluted anatomies, particularly when integrated with traditional ultrasonic irrigation, potentially leading to improved treatment outcomes. …”
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Co-Infection of <i>Culex tarsalis</i> Mosquitoes with Rift Valley Fever Phlebovirus Strains Results in Efficient Viral Reassortment by Emma K. Harris, Velmurugan Balaraman, Cassidy C. Keating, Chester McDowell, J. Brian Kimble, Alina De La Mota-Peynado, Erin M. Borland, Barbara Graham, William C. Wilson, Juergen A. Richt, Rebekah C. Kading, Natasha N. Gaudreault

“…This can have severe implications in areas where RVFV is endemic and convolutes our ability to anticipate transmission and circulation in novel geographic regions. …”
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ECAN-Detector: An Efficient Context-Aggregation Network for Small-Object Detection by Gaofeng Xing, Zhikang Xu, Yulong He, Hailong Ning, Menghao Sun, Chunmei Wang

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