An Investigation of Infrared Small Target Detection by Using the SPT–YOLO Technique by Yongjun Qi, Shaohua Yang, Zhengzheng Jia, Yuanmeng Song, Jie Zhu, Xin Liu, Hongxing Zheng

“…The above methods are based on a public tool, the eighth version of You Only Look Once (YOLO) improved, it is named SPT–YOLO (SPDConv + P2 + Adaptive Threshold + YOLOV8s) in this paper. …”
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Tropical cyclone intensity estimation based on YOLO-NAS using satellite images in real time by Priyanka Nandal, Prerna Mann, Navdeep Bohra, Ghadah Aldehim, Asma Abbas Hassan Elnour, Randa Allafi

“…This research presents a novel method for forecasting the strength of tropical storms using the You Only Look Once-Neural Architecture Search (YOLO-NAS) algorithm, leveraging real-time satellite imagery from the INSAT-3D platform. …”
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Editorial by Christian Gütl

“…Dear Readers, I would like to wish you all the best for the new year! It is with great pleasure that I welcome you to our first regular issue in 2025 with a pleasant new achievement. …”
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Tinnitus and cardiovascular disease: the population-based Tromsø Study (2015–2016) by Laila A Hopstock, Bo Engdahl, Norun Hjertager Krog, Bente Oftedal, Jannike Heyerdahl-Larsen Ausland, Magnar Johnsen

“…We used three separate tinnitus variables as exposures in analyses: (1) ‘tinnitus status’, measured with the question ‘During the last 12 months, have you experienced ringing in your ears lasting more than five min?’…”
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Ensuring Seismic Resistance of Reinforced Concrete Buildings by O. V. Mkrtychev, A. A. Reshchetov

“…An adequate assessment of the seismic resistance of buildings and structures is possible only on the basis of methods that allow taking into account the large variability of seismic impact parameters. …”
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Diagnostic Performance of Deep Learning Applications in Hepatocellular Carcinoma Detection Using Computed Tomography Imaging by Enes Şahin, Ozan Can Tatar, Mehmet Eşref Ulutaş, Sertaç Ata Güler, Turgay Şimşek, Nihat Zafer Utkan, Nuh Zafer Cantürk

“…This study leverages the potential of deep learning (DL) technologies, employing the You Only Look Once (YOLO) architecture, to enhance the detection of HCC in computed tomography (CT) images, aiming to improve early diagnosis and thereby patient outcomes. …”
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Research on machine vision online monitoring system for egg production and quality in cage environment by Zhenlong Wu, Hengyuan Zhang, Cheng Fang

“…The core of the system, an enhanced You Only Look Once Version 8-small (YOLOv8s) model, was augmented by substituting the Residual Network-18 backbone and integrating the Shuffle Attention mechanism, significantly improving egg detection precision. …”
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DPD-YOLO: dense pineapple fruit target detection algorithm in complex environments based on YOLOv8 combined with attention mechanism by Cong Lin, Wencheng Jiang, Weiye Zhao, Lilan Zou, Zhong Xue

“…To address these issues, an improved YOLOv8 target detection algorithm, named DPD-YOLO (Dense-Pineapple-Detection YOU Only Look Once), has been proposed for the detection of pineapples in complex environments. …”
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Effects of Teaching Methods on Academic Performance of Pupils in Mathematics In Primary Schools of Bufundi Sub-County Rubanda District. by Byarugaba, Joseph

“…They can reveal more than you would've thought to ask directly. This was in line with the practices of Triarisanti & Pumawarman, (2019) who revealed that learning results are often referred to as skills or abilities. …”
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The relationship between factors affecting the development of industrial startups using methodology Fuzzy cognitive mapping by Mirmahmood Naghibi, Changiz Valmohammadi, Kiamars Fathi Hefeshjani, mahmoud modiri

“…Optimized advertising means that you can get the most audience at the lowest cost. …”
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Molecular-genetic bases of plumage coloring in chicken by A. V. Makarova, O. V. Mitrofanova, A. B. Vakhrameev, N. V. Dementeva

“…Using molecular methods, you can more accurately identify these differences. …”
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FEAR OF SOCIAL ALIENATION OF LOVE AS GENDER CHARACTERISTICS by V. V. Melnyk, L. І. Моzhovyi, I. A. Reshetova

“…It is now hindered by the burdens of life, and ideological settings, which go only from the "I", and not from the common "I and You", contributing to frustration and alienation. …”
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A Lightweight YOLO Model for Rice Panicle Detection in Fields Based on UAV Aerial Images by Zixuan Song, Songtao Ban, Dong Hu, Mengyuan Xu, Tao Yuan, Xiuguo Zheng, Huifeng Sun, Sheng Zhou, Minglu Tian, Linyi Li

“…In this study, we propose YOLO-Rice, a rice panicle detection model based on the You Only Look Once version 8 nano (YOLOv8n). The model employs FasterNet, a lightweight backbone network, and incorporates a two-layer detection head to improve rice panicle detection performance while reducing the overall model size. …”
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Vehicle Turn Pattern Counting and Short Term Forecasting Using Deep Learning for Urban Traffic Management System by Sundarakrishnan Narayanan, Sohan Varier, Tarun Bhupathi, Manaswini Simhadri Kavali, Mohana, P. Ramakanth Kumar, K. Sreelakshmi

“…The proposed work focuses on two key objectives: counting vehicle turns over 30-minute clips and forecasting future vehicle turn counts by class for the next 30 minutes. A You Only Look Once (YOLOv8) and Auto-ARIMA based pipeline was deployed to address the challenge, which demonstrated robust detection capabilities, with an overall precision of 92.59% for vehicle detection. …”
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Conservation in action: Cost-effective UAVs and real-time detection of the globally threatened swamp deer (Rucervus duvaucelii) by Ravindra Nath Tripathi, Karan Agarwal, Vikas Tripathi, Ruchi Badola, Syed Ainul Hussain

“…To improve the accuracy of animal recognition with UAVs, we used single-stage detectors YOLO (You Only Look Once) V3, V5, V7, V8, Object detection V3 and DETR (DEtection TRansformer). …”
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Call to Action: Lead Pharmacy into the Next Decade by Kerry K Fierke, Gardner Lepp, Bridget McGugan, Marta Brooks, Gregory Zumach

“…In keeping with the mission of INNOVATIONS in pharmacy (Iip), we invite you to share creative and dynamic scholarly leadership work. …”
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Effect of JumpstartMD, a Commercial Low-Calorie Low-Carbohydrate Physician-Supervised Weight Loss Program, on 22,407 Adults by Sean Bourke, John Magaña Morton, Paul Williams

“…The effectiveness of JumpstartMD, a commercial pay-as-you-go program that emphasizes a low-to-very-low-carbohydrate real-food diet and optional pharmacologic treatment without prepackaged meals or meal replacement, has not previously been described. …”
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Call to Action: Lead Pharmacy into the Next Decade by Gregory Zumach, Kerry K Fierke, Gardner Lepp, Bridget McGugan, Marta Brooks, Anthony Olson, Andrew Bartlett, Nilushi Karunaratne, Betty Exintaris

“…In keeping with the mission of INNOVATIONS in pharmacy (Iip), we invite you to share creative and dynamic scholarly leadership work. …”
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