An M-DeepSORT Algorithm for Pedestrian Detection and Tracking Based on Video Images – A Case Study in Ji-nan Subway Station by Wei ZHANG, Chuang ZHU, Yunchao QU, Guanhua LIU, Der-Horng LEE

“…However, the increasing complexity of passenger flows within subway stations poses challenges to operations management. To optimise subway operations and enhance safety, researchers focus on extracting and analysing pedestrian trajectories within subway stations. …”
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Tracking algorithm when managing competitive activities of top level teams online based on computer visioncomputer vision by A. A. Polozov, N. A. Maltceva, G. S. Kramarenko, M. A. Lipilin, A. R. Akhmetzyanov

“…The research is based on methods and algorithms for solving management problems in organizational systems.Result. …”
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Using computer vision to classify, locate and segment fire behavior in UAS-captured images by Brett L. Lawrence, Emerson de Lemmus

“…To test whether types of fire behavior could be reliably classified, we collected and labeled a unique unmanned aerial system (UAS) image dataset of fire behavior classifications to be trained and validated using You Only Look Once (YOLO) detection models. Our 960 labeled images were sourced from over 21 h of UAS video collected during prescribed fire operations covering a large region of Texas and Louisiana, United States. …”
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Wheel flat detection using long short-term memory and transformer models with a 1:10 scale railway test rig by Yong Cui, Euiyoul Kim, Shizhe Yan, Qing Yu

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2025 Korean Thyroid Association Clinical Management Guideline on Active Surveillance for Low-Risk Papillary Thyroid Carcinoma by Eun Kyung Lee, Min Joo Kim, Seung Heon Kang, Bon Seok Koo, Kyungsik Kim, Mijin Kim, Bo Hyun Kim, Ji-hoon Kim, Shinje Moon, Kyorim Back, Young Shin Song, Jong-hyuk Ahn, Hwa Young Ahn, Ho-Ryun Won, Won Sang Yoo, Min Kyoung Lee, Jeongmin Lee, Ji Ye Lee, Kyong Yeun Jung, Chan Kwon Jung, Yoon Young Cho, Dong-Jun Lim, Sun Wook Kim, Young Joo Park, Dong Gyu Na, Jee Soo Kim

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A Neural Network with Multiscale Convolution and Feature Attention Based on an Electronic Nose for Rapid Detection of Common Bunt Disease in Wheat Plants by Zhizhou Ren, Kun Liang, Yihe Liu, Xiaoxiao Wu, Chi Zhang, Xiuming Mei, Yi Zhang

“…In this paper, the GFNN (gas feature neural network) model is proposed for detecting VOCs from the e-nose system, providing a lightweight and efficient approach for assessing disease severity. …”
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Development of a transportable High-Performance Liquid Chromatograph with Ultraviolet detection and a method for the rapid analysis of 13 carbonyl compounds hydrazones by Audrey Grandjean, Anaïs Becker, Mathilde Mascles, Franck Amiet, Jean-Philippe Amiet, Damien Bazin, Stéphane Le Calvé

“…The system features a straightforward isocratic pump, ensuring reliability and ease of operation, while sample delivery is managed by a piston pump coupled to a multiplexing valve. …”
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An innovative deep learning framework for skin cancer detection employing ConvNeXtV2 and focal self-attention mechanisms by Burhanettin Ozdemir, Ishak Pacal

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Water Management Fault Diagnosis by Operando Distribution of Relaxation Times Analysis for Anion Exchange Membrane Fuel Cells by Haodong Huang, Zijie Zhang, Cailin Xiao, Jiapeng Liu, Zheng Li, Yuting Jiang, Lei Wei, Tianshou Zhao, Francesco Ciucci, Lin Zeng

“…This study employs operando electrochemical impedance spectroscopy (EIS) measurements and distribution of relaxation times (DRT) analysis to detect water management faults in both anode and cathode electrodes. …”
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Profound Neuropathy after Penetrating Transection of the Sciatic Nerve by Femoral Cerclage Wire: Illustrative Case and Management Strategy by John K. Yue, Jun Yeop Oh, Alexander A. Aabedi, Jia-Shu Chen, Kenneth X. Probst, Vinil N. Shah, Rosanna L. Wustrack, Line G. Jacques

“…The anatomy of injury can be high risk, impelling thoughtful operative planning in THA as well as neuroplasty cases. …”
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Successful management of a delayed-presented and complicated right ventricular pseudoaneurysm: a case report and literature review by Fariba Bayat, Ramin Baghaei Tehrani, Mohammad Khani, Tooba Akbari, Taraneh Faghihi Langroudi, Maryam Taheri, Amirhesam Alirezaei, Amin Bagheri, Pouya Ebrahimi

“…This report describes the successful management of a delayed and unusual presentation of RV pseudoaneurysm. …”
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Research on an Apple Recognition and Yield Estimation Model Based on the Fusion of Improved YOLOv11 and DeepSORT by Zhanglei Yan, Yuwei Wu, Wenbo Zhao, Shao Zhang, Xu Li

“…This study introduces APYOLO, an enhanced apple detection algorithm based on an improved YOLOv11, integrated with the DeepSORT tracking algorithm to improve both detection accuracy and operational speed. …”
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Comprehensive study of characteristic signs of defects detected during magnetic powder control at the final stage of production of seamless hot‑rolled pipes by E. A. Naumenko, O. V. Rozhkova, I. A. Kovaleva

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A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective by Md Mizanur Rahman, Faycal Bouhafs, Frank den Hartog

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Evaluation the low cost of vibration and acoustics techniques based on novel cavitation detecting in axial pumps by varying load conditions and statistical method by Ahmed Ramadhan Al-Obaidi, Anas Alwatban

“…In contrast to the acoustic technique, the vibration technique demonstrated greater sensitivity in detecting the onset of cavitation within frequency region of 1to 2 kHz, under varying operational conditions. …”
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Custom-Designed Portable Potentiostat and Indirect Cyclic Voltammetry Index Analysis for Rapid Pesticide Detection Using Molecularly Imprinted Polymer Sensors by Min-Wei Hung, Chen-Ju Lee, Yu-Hsuan Lin, Liang-Chieh Chao, Kuo-Cheng Huang, Hsin-Yi Tsai, Chanchana Thanachayanont

“…Although conventional detection methods such as liquid chromatography and electrochemical analysis are highly accurate, they are expensive, require skilled operators, and cannot provide real-time results. …”
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Implementation of a Multicancer Detection (MCD) Test in a Tertiary Referral Center in Asymptomatic Patients: An 18-Month Prospective Cohort Study by Ryan T. Hurt, Aditya K. Ghosh, Brian M. Dougan, Elizabeth A. Gilman, Bradley R. Salonen, Jay Adusumalli, Sara L. Bonnes, Carl A. Andersen, Amirala S. Pasha, Sanjeev Nanda, Erin M. Pagel, Christina D. Verness, Steven D. Crowley, Steven W. Ressler, Jewel J. Samadder, Richard J. Presutti, Aadel A. Chaudhuri, William Sanchez, Ivana T. Croghan, Christopher R. Stephenson, Karthik Ghosh

“…Objective: Multicancer Detection (MCD) tests, such as the GRAIL Galleri, offer a novel approach to cancer screening by detecting cancer-specific methylation patterns in cell-free DNA through a single blood sample. …”
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A one-pot, one-step CRISPR-AapCas12b-based platform for sensitive and specific detection of Klebsiella pneumoniae by Juan Zhou, Zirong Wu, Lei Yu, Xiaolan Huang, Fei Xiao, Yu Zhang, Linglong Wan, Jin Fu, Nan Jia, Min Chen, Chunrong Sun, Zhaomin Feng, Yi Wang

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Real-Time Milk Quality Control Using Multi-Spectral Sensing and Edge Computing: Advancing On-Site Detection of Milk Components with XGBoost by Mahmut Durgun

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Instant and low-cost detection of urinary microalbumin using smartphone technology and a paper-based platform with a colorimetric ratio analysis by Nutcha Larpant, Chanatnan Tetsiri, Theerasak Rojanarata, Wanida Laiwattanapaisal

“…Abstract Early detection of microalbuminuria is essential for preventing the progression of nephropathy and improving patient management. …”
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