A lightweight personnel detection method for underground coal mines by Shuai WANG, Wei YANG, Yuxiang LI, Jiaqi WU, Wei YANG

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Impact of comorbid burden on global left cardiac function and prediction models for myocardial function damage: a cardiac magnetic resonance feature-tracking study by XiaoFeng Qu, Miaomiao Bai, Jianbo Lyu, Lili Yin, Jiahui Zhang, Endong Zhao, Lingjun Mei

“…ObjectiveThis study aimed to explore the effects of comorbid burden on left cardiac myocardial function in patients without organic heart disease and to construct prediction models for myocardial function damage.MethodsA total of 82 healthy individuals and 198 patients with comorbid burden who had normal left ventricular ejection fraction (LVEF) were recruited. …”
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ABDviaMSIFAT: Abnormal Crowd Behavior Detection Utilizing a Multi-Source Information Fusion Technique by Ali Ahmad Hamid, S. Amirhassan Monadjemi, Bijan Shoushtarian

“…The second pipeline combines the LiteFlowNet detector with the MOSSE tracker and a DSC-GRU network to generate high-level captions for objects in video frames. We implement the weighted average (WA) method to improve anomaly detection accuracy. …”
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Analysis of Respiratory System Functional Parameters at Different Time Points after COVID-19 by O. I. Savushkina, E. S. Muravieva, S. N. Avdeev, I. Ts. Kulagina, M. M. Malashenko, A. A. Zaytsev

“…The objective: to define the type and evaluate the severity of respiratory functional disorders after COVID-19. …”
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A Cost-Sensitive Small Vessel Detection Method for Maritime Remote Sensing Imagery by Zhuhua Hu, Wei Wu, Ziqi Yang, Yaochi Zhao, Lewei Xu, Lingkai Kong, Yunpei Chen, Lihang Chen, Gaosheng Liu

“…Ablation studies reveal that detection performance is optimal when the weight assigned to the NWD metric in the model’s loss function matches the overall proportion of small objects in the dataset. …”
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Tailhook Recognition for Carrier-Based Aircraft Based on YOLO with Bi-Level Routing Attention by Aiguo Lu, Pandi Liu, Jie Yang, Zhe Li, Ke Wang

“…To address the problems of missed and false detections caused by target occlusion and lighting variations, this paper proposes a recognition model based on YOLOv5 with bi-level routing attention to achieve precise real-time small object recognition, using the problem of tailhook recognition for carrier-based aircraft as a representative application. …”
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Enhancing Drone Detection via Transformer Neural Network and Positive–Negative Momentum Optimizers by Pavel Lyakhov, Denis Butusov, Vadim Pismennyy, Ruslan Abdulkadirov, Nikolay Nagornov, Valerii Ostrovskii, Diana Kalita

“…The proposed approach improved object detection accuracy by 2.8 percentage points compared to known state-of-the-art analogs.…”
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Hand–Eye Separation-Based First-Frame Positioning and Follower Tracking Method for Perforating Robotic Arm by Handuo Zhang, Jun Guo, Chunyan Xu, Bin Zhang

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MSOAR-YOLOv10: Multi-Scale Occluded Apple Detection for Enhanced Harvest Robotics by Heng Fu, Zhengwei Guo, Qingchun Feng, Feng Xie, Yijing Zuo, Tao Li

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Lightweight blasthole image detection and positioning method by Shan PAN, Ting YU, Zhongwen YUE, Zijian TIAN, Qingyu JIN

“…To validate the effectiveness of the algorithm, both subjective and objective analyses of Mv3-SCD are conducted. Compared with the minimum baseline model, the Mv3-SCDn blasthole algorithm has the best blasthole detection effect, the number of blasthole detection model parameters is reduced by 7.17%, and the detection speed is increased by 45.44%. …”
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CNN-Based Object Recognition and Tracking System to Assist Visually Impaired People by Fahad Ashiq, Muhammad Asif, Maaz Bin Ahmad, Sadia Zafar, Khalid Masood, Toqeer Mahmood, Muhammad Tariq Mahmood, Ik Hyun Lee

“…To assess the efficacy of the proposed system, six pilot studies have been performed that reflected satisfactory results. For object detection and recognition, a deep Convolution Neural Network (CNN) model is employed with an accuracy of 83.3%, whereas the dataset contains more than 1000 categories. …”
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RMSRS: Rover Multi-purpose Surveillance Robotic System by Muaad Issa AL-TAMEEMI

“…All cameras have image processing capabilities to analyze, detect and track objects plus few other graphical functions. …”
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Reinnervation of Free Nipple Grafts Associated With Improved Erection Function by Katya Remy, MD, Seth E. Fruge, MD, Ian L. McCulloch, MD, Kristyn Vicente, BA, Makayla Kochheiser, BA, Katherine H. Carruthers, MD, William G. Austen, Jr, MD, Lisa Gfrerer, MD, PhD, Ian L. Valerio, MD

“…Improved patient-reported NE function correlated with better cold detection thresholds (P = 0.01). …”
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Cognitive function in community-dwelling older people in central Taiwan by Hui-Chu Chuang, Shang-Chien Huang, Yu-Jung Chang, Po-Chun Hsieh, Yi-Wen Chiu

“…Background: With the increasing aging population, cognitive impairment in older individuals has become a social concern, making it a common health issue. Objectives: This study aimed to investigate the cognitive function of community-dwelling older individuals and subsequently explore the contributing factors. …”
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Automated quantification reveals hyperglycemia inhibits endothelial angiogenic function. by Anthony R Prisco, John D Bukowy, Brian R Hoffmann, Jamie R Karcher, Eric C Exner, Andrew S Greene

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Diagnosis of Functional Gastrointestinal Disorders and Choice of Treatment Regimen in Constipation Patients by I. V. Maev, A. N. Kazyulin, Yu. A. Kucheryavy, S. V. Cheryomushkin, A. Yu. Goncharenko, А. V. Gilyuk

“…Anorectal manometry, rectal sensation and balloon expulsion tests are the well-studied and significant probing techniques for objective anorectal zone sensorimotor function assessment in patients with functional constipation. …”
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Assessment of Cognitive Function with Sleep Spindle Characteristics in Adults with Epilepsy by Yajin Huang, Yaqing Liu, Wenjun Song, Yanjun Liu, Xiaoqian Wang, Juping Han, Jiang Ye, Hongmei Han, Li Wang, Juan Li, Tiancheng Wang

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Airport Clearance Detection Based on Vision Transformer and Multi-Scale Feature Fusion by Yutong Chen, Yufen Liu, Zhixiong Guo, Qiang Gao

“…Faced with airport complex scenes and small object detection, there are still certain limitations to the traditional object detection algorithm. …”
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Demonstration of Physicochemical and Functional Similarity of Biosimilar Pegfilgrastim-cbqv to Pegfilgrastim by Henriette Kuehne, Janice M. Davis, LeeAnne Merewether, Matthew McQueen, Elizabeth Valentine, Glen Young, Benjamin T. Andrews, Dimitri Diaz, Karen J. Miller

“…Methods The structural, functional, and stability attributes of pegfilgrastim-cbqv and pegfilgrastim were compared using state-of-the-art analytical methods. …”
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Functional condition of inspiratory muscles in obstructive sleep apnea patients by Anastasia I. Miroshnichenko, Adel K. Kunarbaeva, Konstantin M. Ivanov, Igor V. Miroshnichenko, Evgeniy E. Achkasov, Sergey A. Bondarev, Eduard N. Bezuglov, Alexey A. Popov, Leonid A. Gridin, Dmitry Yu. Butko

“…However, the issue of IM fatigue development in OSA patients is still controversial. Objective — to investigate the functional condition of IM in patients with OSA of various degrees of severity. …”
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