Evaluation method of hydrophobicity of composite insulators based on improved Mask R-CNN by SHENG Fei, CAO Liu, LIU Yulong, HUANG Jie, HUANG Yaqian, ZHU Yanqing

“…In order to improve the generalization ability of composite insulator hydrophobicity state evaluation model, and solve the problem that the existing classification models only focus on the parts with good hydrophobicity when evaluating the composite insulators with uneven hydrophobicity degree. …”
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Detailed PV Monitor: A Highly Generalized Photovoltaic Panels Segmentation Network Integrating Context-Aware and Deep Feature Reconstruction by Xiaopu Zhang, Huayi Wu, Kunlun Qi, Yuehui Qian, Yongxian Zhang, Ligang Wang, Jianxun Wang

“…These factors significantly impact the generalization ability of deep learning models in large-scale high-resolution remote sensing applications, thereby limiting the effective monitoring and planning of PV power stations. …”
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Low-Cost Hyperspectral Imaging in Macroalgae Monitoring by Marc C. Allentoft-Larsen, Joaquim Santos, Mihailo Azhar, Henrik C. Pedersen, Michael L. Jakobsen, Paul M. Petersen, Christian Pedersen, Hans H. Jakobsen

“…HSI emerges as a powerful tool in this context, due to its ability to detect pigment-characteristic fingerprints that are often missed altogether by standard RGB cameras. …”
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scQTLtools: An R/Bioconductor Package for Comprehensive Identification and Visualization of Single-Cell eQTLs by Xiaofeng Wu, Xin Huang, Pinjing Chen, Jingtong Kang, Jin Yang, Zhanpeng Huang, Siwen Xu

“…These results demonstrate the ability of scQTLtools to uncover cell-type-specific regulatory variation that is often missed by bulk eQTL analyses. …”
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Parameter Estimation with Nonstationary Noise in Gravitational-wave Data by Sumit Kumar, Alexander H. Nitz, Xisco Jiménez Forteza

“…The sensitivity of gravitational-wave (GW) detectors is characterized by their noise curves, which determine the detector’s reach and ability to measure the parameters of astrophysical sources accurately. …”
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Detection algorithm for wearing safety helmet under mine based on improved YOLOv5s by Yuanbin WANG, Sixiong WEI, Huaying WU, Yu DUAN, Meng LIU

“…Aiming at the problems of low accuracy and high missed detection rate of personnel safety helmet detection algorithm caused by complex environment under mine, an improved mine safety helmet detection algorithm based on YOLOv5s is proposed. …”
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Effect of environmental DNA sampling resolution in detecting nearshore fish biodiversity compared to capture surveys by Ben Millard-Martin, Kate Sheridan, Evan Morien, Matthew A. Lemay, Margot Hessing-Lewis, Rute B.G. Clemente-Carvalho, Jennifer M. Sunday

“…By contrast, we found that eDNA consistently missed low biomass species present in seining surveys. …”
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A Review of Offshore Methane Quantification Methodologies by Stuart N. Riddick, Mercy Mbua, Catherine Laughery, Daniel J. Zimmerle

“…While methods have been developed and refined to quantify onshore methane emissions, the ability of methods to directly quantify emissions from offshore production facilities remains largely unknown. …”
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Self‐Reported Liver Disease and the Burden of Erythropoietic Protoporphyria by Hetanshi Naik, Kristen Wheeden, Hilary H. Colwell, Susan D. Mathias, Chelsea Norregaard, Melanie Chin, William Savage, Manisha Balwani

“…The mean number of hours missed from work and school in the past month was higher for those with liver disease (work: 10.9 h; school: 7.7 h) than those without liver disease (3.6 h for both). …”
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MambaPose: A Human Pose Estimation Based on Gated Feedforward Network and Mamba by Jianqiang Zhang, Jing Hou, Qiusheng He, Zhengwei Yuan, Hao Xue

“…However, multi-person pose estimation yields false detection or missed detection in dense crowds, and it is still difficult to detect small targets. …”
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Investigation of an Efficient Multi-Class Cotton Leaf Disease Detection Algorithm That Leverages YOLOv11 by Fangyu Hu, Mairheba Abula, Di Wang, Xuan Li, Ning Yan, Qu Xie, Xuedong Zhang

“…By integrating a medical image segmentation model, it effectively tackles challenges including complex background interference, the missed detection of small targets, and restricted generalization ability. …”
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Analysis on the causes of unsatisfactory prevention effect of postpartum VTE in Chinese women by Yonghui Xu, Fei Xiao, Ji He, XingSheng Xue, Yangting Li, Sha Zhu

“…Initiating LMWH prophylaxis 24 h postpartum appears to be delayed. The predictive ability of the Chinese Consensus for assessing VTE risk is limited. …”
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Contraceptive care and method use by sexual and gender minority status: insights from a longitudinal panel of sexual and reproductive health care patients in Wisconsin by Ellie Leong, Christina E. Geddes, Fiona Weeks, Megan L. Kavanaugh

“…Our study highlights that barriers to contraceptive care can hamper people’s ability to realise their contraceptive preferences. …”
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Comparing Generative AI Literature Reviews Versus Human-Led Systematic Literature Reviews: A Case Study on Big Data Research by Davide Tosi

“…To evaluate Consensus, we analyzed its ability to detect relevant studies, extract key insights, and synthesize findings. …”
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Diagnostic tools in maxillofacial fractures: Is there really a need of three-dimensional computed tomography? by Sheerin Shah, Sanjeev K. Uppal, Rajinder K. Mittal, Ramneesh Garg, Kavita Saggar

“…Better surgical treatment could be given to 33% of the cases because of better diagnostic ability of CT.…”
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YOLO-DAFS: A Composite-Enhanced Underwater Object Detection Algorithm by Shengfu Luo, Chao Dong, Guixin Dong, Rongmin Chen, Bing Zheng, Ming Xiang, Peng Zhang, Zhanwei Li

“…However, underwater environments introduce challenges, such as poor lighting, high complexity, and diverse marine organism shapes, leading to missed detections or false positives in deep learning-based algorithms. …”
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Solar background radiation temperature calibration of a pure rotational Raman lidar by V. Jayaweera, R. J. Sica, G. Martucci, A. Haefele, A. Haefele

“…Furthermore, it demonstrates the background calibration's ability to adjust and maintain continuous calibration values even amidst sudden changes in the system, which sporadic external calibration could miss. …”
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Retained crystal ball in pediatric gastrointestinal tract: a cautionary case report by Fredy Makele, Yi Yang, Wenqiang Zhang, Libin Zhu

“…Abstract Introduction Decorative crystal balls, also known as superabsorbent polymer gel beads, pose a significant hazard when ingested due to their ability to expand upon exposure to water. Diagnosing crystal ball ingestion remains challenging because of their transparency to radiation, making them difficult to visualize using X-ray imaging. …”
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Detection of underground personnel safety helmet wearing based on improved YOLOv8n by WANG Qi, XIA Lufei, CHEN Tianming, HAN Hongyin, WANG Liang

“…A P2 small target detection layer was added to the neck network to enhance the model's ability to detect small targets and better capture details of safety helmets. …”
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SonoElastoColposcopy: A New Tool for Cervical Dysplasia Assessment by José Antonio Sainz-Bueno, Cristina Fernández-Conde de Paz, Ainhoa Holgado, José María Romo, Teresa Reyes-Sánchez, Fernando Fernández-Palacín, José Antonio García-Mejido

“…<b>Conclusions:</b> SEC demonstrates a better ability to identify the area of cervical dysplastic lesions than colposcopy.…”
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