Review of One-Stage Universal Object Detection Algorithms in Deep Learning by WANG Ning, ZHI Min

“…This paper takes one-stage object detection as the starting point and analyzes and summarizes the mainstream one-stage detection algorithms of the first one-stage object detection algorithm YOLO series (YOLOv1 to YOLOv11, YOLO main improved version), SSD, and DETR series based on Transformer architecture, based on the use of two different architectures: classical convolution and Transformer. …”
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A Video Image Segmentation System for the Fruit-trees in Multi-stage Outdoors Orchard under Natural Conditions by Yousef Abbaspour-gilandeh, Sajad Sabzi, Juan Ignacio Arribas

“…The best order of segmentation methods resulted to be: 1- color, 2- texture and 3- intensity transformation methods. …”
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Research Progress on the Effect of Dissolved Organic Matter on the Environmental Behavior of Cadmium in Environmental Remediation by Jiabao MA, Siwen LIU, Bo WANG, Di WU, Jixin WEI, Qing SUN, Chenge MA, Yi HUANG, Taotao YAN

“…It is recommended to conduct research in the following three areas in the future: (1) Study the complexation between different molecular weights of DOM and Cd, and accurately analyze the complexation between functional groups of different components inside DOM and Cd. (2) Strengthen the research on the adsorption, desorption, migration, transformation, and bioavailability of Cd by DOM under the influence and control of multiple factors. (3) Strengthen the research on DOM in Cd pollution remediation technology, improve the numerical simulation model of the interaction between DOM and Cd, provide path guidance and data support for long-term observation of Cd pollution, and more accurately determine the migration and transformation process of Cd in the environment.…”
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The humanitarian-public healthcare nexus: an analysis of the power relations shaping the implementation of the Law on Urgent Medical Aid in Belgium by Dirk Lafaut

“…Drawing on Foucault’s relational approach to power, I analyze how discretionary power circulates through social relationships, how it is transformed across actors in different positions of power, and how, at times, it can also be reversed. …”
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3D Cadastre as a Tool for Regulating Property Relations and a Spatial Information Base for Multipurpose Cadastral System by Liudmyla Datsenko, Svitlana Titova, Marharyta Dubnytska

“…Monographic analysis was used for the study and generalization of existing scientific approaches to the problem of 3D modeling of real estate objects, the possibilities of introducing three-dimensional objects into the multi-purpose cadastre system, taking into account the realities of today in Ukraine with the prospect of the possibility of a more rapid development of a socially oriented market economy after the war. The synthesis method is manifested due to the comprehensive deepening of the theoretical, methodological and methodical foundations of the national cadastral system and its transformation. …”
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SHAKEPROOF POLARIZATION INTERFERENCE SYSTEM FOR MEASUREMENT OF LINEAR MOVEMENT by A. I. Konoiko, R. G. Sedniou

“…A method of transmission light beams based on birefringent elements and polarization transformations that allow them to extend the operating range of interferometric systems by ensuring their working conditions in the linear region of the intensity of light from the optical path difference of the interfering light waves is proposed.…”
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EVOLUTION OF THE PRINCIPLE OF FREEDOM OF CONTRACT AS A FUNDAMENTAL PRINCIPLE OF CIVIL LAW by Daniil A. Polynkov

“…The peculiarities of the realization of the principle of freedom of contract in different legal systems, including in the context of modern digital transformations, are revealed. …”
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Enhanced mechanical properties of Al0.43CoCrFeNi2.1 high entropy alloy fabricated through complex shear flow casting: Experiment and MD simulation by Simeng Jiang, Yaya Zhao, Weijie Fan, Weiyang Xie, Yanlin Wang, Xiaohua Chen, Zidong Wang

“…In this study, a novel preparation method for high-entropy alloys (HEAs) was developed. …”
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ScaleFormer architecture for scale invariant human pose estimation with enhanced mixed features by Congying Ge, Wei Fu Qin

“…Abstract Human pose estimation is a fundamental task in computer vision. However, existing methods face performance fluctuation challenges when processing human targets at different scales, especially in outdoor scenes where target distances and viewing angles frequently change. …”
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Enhancing Cropland Mapping with Spatial Super-Resolution Reconstruction by Optimizing Training Samples for Image Super-Resolution Models by Xiaofeng Jia, Xinyan Li, Zirui Wang, Zhen Hao, Dong Ren, Hui Liu, Yun Du, Feng Ling

“…Image spatial super-resolution reconstruction technology is widely applied to address this issue, typically transforming coarse-resolution remote sensing images into fine spatial resolution images, which are then used to generate fine-resolution land cover maps using classification techniques. …”
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Genome Array on Differentially Expressed Genes of Skin Tissue in Cashmere Goat at Early Anagen of Cashmere Growth Cycle Using DNA Microarray by Jiang DI, Xin-ming XU, Lazate Ainiwaer, Yan-hua ZHANG, Ke-chuan TIAN, Li-juan YU, Wei-wei WU, Hanikezi Tulafu, Xue-feng FU, Marzeya Yasen

“…Significance analysis of microarray (SAM) methods was used to identify the differentially expressed genes, Hierarchical clustering was performed to clarify these genes in association with different cashmere growth stages, and GO (Gene ontology) and the pathway analyses were con-ducted by a free web-based Molecular Annotation System3.0 (MAS 3.0). …”
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Impaired response inhibition to negative emotional stimuli in depressed adolescents with non-suicidal self-injury: a neurophysiological perspective by Lin Zhao, Su Hong, Xinyu Peng, Xiaoqing He, Jinhui Hu, Lingli Ma, Xinyi Liu, Wanqing Tao, Ran Chen, Zhenghao Jiang, Chenyu Zhang, Jing Liao, Jiaojiao Xiang, Qi Zeng, Linqi Dai, Qi Zhang, Wo Wang, Li Kuang

“…The ERP time-domain features related to response inhibition were extracted from the difference waves, converted to the time-frequency features using the short-time Fourier transform (STFT), and the time-frequency values of the region of interest (ROI) were extracted and statistically analyzed.ResultsUnder exposure to negative emotional stimuli, depressed adolescents with NSSI exhibited significantly larger P300 amplitudes compared to both depressed adolescents and healthy controls. …”
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Vegetation classification in a subtropical region with Sentinel-2 time series data and deep learning by Ming Zhang, Dengqiu Li, Guiying Li, Dengsheng Lu

“…To address these questions, this research preprocessed the 2019–2021 time series of Sentinel-2 in both unequal and equal intervals, and transformed them into an image through recurrence plot for each pixel. …”
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Attitudes and Awareness of Medical Students Toward Teleradiology and the Application of Artificial Intelligence in Diagnostic Radiology: A Cross-Sectional Study by Afnan Almuhanna, Danyah Almohsen, Deem AlSultan, Deemah Alhuraish, Farah AlRatrout, Rabab Alzanadi, Rana Abbas

“…Students from other universities with different curricula and exposure to AI/teleradiology may have different perceptions. …”
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Dispersión sísmica por presencia de capas someras de alta velocidad: modelamiento con diferencias finitas by Céspedes Sandra, Quintana Robinson, Ghisays Alfredo, Pérez Gabriel, Montes Luis

“…Despite conventional methods to eliminate noise mainly based in a mathematical approach, i.e., F-K analysis, Radon transform, we apply a deterministic scheme based on the modeling of wave propagation, generating the unwanted signals (Ernst <em>et al., </em>1998; Blonk <em>et al., </em>1995; Blonk and Hermann, 1994).…”
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He Role of Virtual Media in Changing Social Values with an Emphasis on Social Networking Facebook and Telegram by saeed faramarziani, shahnaz hashemi, aliakbar farhangi

“…This research was conducted by using a survey method. Therefore, 512 people were selected by multi-stage cluster sampling method from two young and middle-aged generations in the five provinces. …”
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Households willingness to join and pay for community-based health insurance: implications for designing community-based health insurance based on economic Status in Ethiopia. by Zewdie Birhanu, Morankar Sudhakar, Mohammed Jemal, Desta Hiko, Shabu Abdulbari, Bikiltu Abdisa, Badassa Wolteji Chala, Getnet Mitike, Tigist Astale, Nimona Berhanu

“…Among these challenges is the current practice where premium contributions to Community Based Health Insurance are either a flat rate or based solely on family size, rather than considering households' socio-economic status The overall aim of this study was to assess households' willingness to join and pay for Community Based Health Insurance in reference to socio-economic status to design sliding scale-based Community Based Health Insurance contributions in Ethiopia.<h4>Methods</h4>A community based cross-sectional study was conducted in districts from two different contexts: urban areas and agrarian areas in two major regions in Ethiopia, namely Oromia, and Amhara. …”
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Radiomic study on preoperative multi‐modal magnetic resonance images identifies IDH‐mutant TERT promoter‐mutant gliomas by Haoyu Wang, Shuxin Zhang, Xiang Xing, Qiang Yue, Wentao Feng, Siliang Chen, Jun Zhang, Dan Xie, Ni Chen, Yanhui Liu

“…Abstract Objectives Gliomas with comutations of isocitrate dehydrogenase (IDH) genes and telomerase reverse transcriptase (TERT) gene promoter (IDHmut pTERTmut) show distinct biological features and respond to first‐line treatment differently in comparison with other gliomas. This study aimed to characterize the IDHmut pTERTmut gliomas in multimodal MRI using the radiomic method and establish a precise diagnostic model identifying this group of gliomas. …”
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Kebijakan Hukum Pengelolaan Parkir dan Peluang Penerapan E-Parkir: Solusi Mendongkrak Pendapatan Daerah by La Gurusi, Muh Sutri Mansyah, Supriyanto Supriyanto

“…The digital application used also makes it easier for the public to find parking locations, optimize the use of parking lots available in the city, and the latest E-parking model, which is different from other cities. In the long term, this model is designed to increase regional income and support Baubau's transformation into a smart city. …”
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Online Course of the Lecturer PersonalizedTraining for Network Educational Activity by E. G. Doroshenko, L. M. Ivkina, L. B. Khegay, T. A. Yakovleva

“…At the same time, the different level of lecturers’ readiness for the network educational activities and a significant range of professional aspirations should be noted.The purpose of this study is to create and substantiate a personalized model of the online lecturer training course for the network educational activities in a digital environment using the example of the Megaclass platform.The idea of creating personalized online courses is associated with the transformation of educational content into a problem-question format for structuring course modules (inverted course). …”
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