Advancing radiation-induced mutant screening through high-throughput technology: a preliminary evaluation of mutant screening in Arabidopsis thaliana by Zhe Li, Jinhu Mu, Yan Du, Xiao Liu, Lixia Yu, Jianing Ding, Jing Long, Jingmin Chen, Libin Zhou

“…The mutant populations were subjected to image acquisition and automated screening using the High-throughput Plant Imaging System (HTPIS), generating approximately 10 GB of data (4,635 image datasets). We performed Principal Components Analysis (PCA), scatter matrix clustering, and Logistic Growth Curve (LGC) analyses, and compared these results with those obtained from traditional manual screening based on human visual assessment, and randomly selected #197 candidate mutants for validation in terms of growth and development, chlorophyll fluorescence, and subcellular structure. …”
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Research on the integrated "cloud-edge-end" intelligent and precise management and control technology system for coal mine disasters by LIU Yubing, LI Yiteng, LI Zhonghui, YIN Shan, JING Chao, LI Kai, LI Zhenxing, ZHAO Shenglei, LIU Chengfei

“…The system architecture and the data flow and interaction mechanism for monitoring and early warning were introduced. …”
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Preperimetric glaucoma by N. A. Bakunina, E. V. Openkova, I. V. Shaposhnikova, L. M. Gabdrakhmanov, A. V. Kuroyedov, А. V. Seleznev, H. Y. Zargaryan

“…Recently, much literature data is available on the issue of diagnosis of preperimetric glaucoma (PPG), but no recognized algorithms of detecting primary open-angle glaucoma (POAG) at this stage have been developed, and there is no general opinion as to what parameters and techniques should be used. …”
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Smart Safety Helmets with Integrated Vision Systems for Industrial Infrastructure Inspection: A Comprehensive Review of VSLAM-Enabled Technologies by Emmanuel A. Merchán-Cruz, Samuel Moveh, Oleksandr Pasha, Reinis Tocelovskis, Alexander Grakovski, Alexander Krainyukov, Nikita Ostrovenecs, Ivans Gercevs, Vladimirs Petrovs

“…This paper presents a comprehensive state-of-the-art review of such VSLAM-enabled (Visual Simultaneous Localization and Mapping) helmets. …”
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Text-Guided Synthesis in Medical Multimedia Retrieval: A Framework for Enhanced Colonoscopy Image Classification and Segmentation by Ojonugwa Oluwafemi Ejiga Peter, Opeyemi Taiwo Adeniran, Adetokunbo MacGregor John-Otumu, Fahmi Khalifa, Md Mahmudur Rahman

“…., DALL-E 2, Vector-Quantized Generative Adversarial Network (VQ-GAN)) have been used to generate images but not colonoscopy data for intelligent data augmentation. This study developed an effective method for producing synthetic colonoscopy image data, which can be used to train advanced medical diagnostic models for robust colorectal cancer detection and treatment. …”
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Radiomics in the differential diagnosis of glioblastoma under the primary neurooncoimaging conditions by Nikita E. Maslov, Daria A. Valenkova, Alexander M. Sinitсa, Gennadiy E. Trufanov, Vladimir M. Moiseenko, Alexander Yu. Efimtsev, Vera V. Chernobrivtseva

“…We plan to assess the reproducibility of the study results using similar medical imaging data from open sources and to develop a color mapping technique for the ROIs to facilitate visual interpretation of quantitative radiomic data.…”
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Progress in digital and intelligent technologies for complex giant systems in green coal development by Guofa WANG, Jianzhong ZHANG, Zaibin LIU, Yihui PANG, Tong WANG, Cong SANG

“…It is expected that under the current situation, there is an urgent need to accelerate the transformation of data-driven green development and management of coal resources, and promote the high-quality development of the coal industry into a new stage.…”
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Optimizing surgical precision: a comparative study of three-port vs. four-port robotic-assisted lobectomy for NSCLC by Fangfang Yang, Lei Chen, Hui Wang, Qianyun Wang, Chen Yang

“…The cases that did not meet the inclusion criteria were removed, and the patients were divided into the three-port group (76 cases) and the four-port group (45 cases). The general clinical data, perioperative data, and postoperative pain were individually compared to determine the different clinical effectiveness of the two approaches. …”
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Analisis Penerimaan Teknologi Sistem Informasi Manajemen Tugas Menggunakan Model Task Technology Fit (TTF) by Ferdhy Ihza Armanda, Fajar Pradana, Widhy Hayuhardhika Nugraha Putra

“…Dilakukan analisis data menggunakan Partial Least Square Structural Equation Modeling (PLS-SEM) dengan SmartPLS sebagai alat bantu untuk evaluasi model pengukuran dan struktural. …”
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Research on the predictive performance of using ROC curve to evaluate axial length for myopia in children and adolescents by Cui Mingming, Zhu Zhongxin, Gao Yuting, Zong Xinnan, Li Shaoli, Liu Junting, Chen Fangfang, Yang Zhou, Yin Tao, Lyu Yanyu, Zhang Hao

“…The study aims to explore the relationship between AL and myopia, and to predict the risk thresholds of AL in children of different age and sex groups. Method Visual acuity examination, refractive screening and ocular axis examination of 2388 children aged 7–18 (4776 eyes) from 8 schools in a certain area of Beijing were used as the data source, we evaluated the predictive ability of AL for myopia in children using Receiver Operating Characteristic (ROC) curves, and constructed Logistic Regression to analyze the reference value of AL threshold for children of different age and sex groups. …”
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Elderly People's Online Health Information Seeking Behavior Based on Evolutionary Dynamics by Chunling GAO, Liyuan JIANG

“…[Method/Process] In this study, the DTM model was used to perform dynamic topic mining and analysis of Sina Weibo post content from 2016 to 2023, and the topic evolution, topic semantic evolution and topic information entropy trend were each investigated. In this study, data information related to online health searches of the elderly was obtained from the Sina Weibo platform, and the text content and time in the data information were taken as corpus data. …”
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Graph theory-based analysis of functional connectivity changes in brain networks underlying cognitive fatigue: An EEG study. by Yabing Lou, Rui Pi, Ruifeng Sun, Jilin Wu, Wei Wang, Ziman Zhu, Tengteng Dai, Weijun Gong

“…Following acquisition of written informed consent, data before and after the task were obtained, including both subjective fatigue assessments using the Visual analog scale for fatigue (VAS-F) scores and EEG data. …”
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Knotless versus knotted arthroscopic Bankart repairs for anterior shoulder instability: a systematic review and meta-analysis by Cheng Wang, Yanhang Liu, Meng Ding, Sha Wan, Kefu Lin, Zhen Tian, Lang Li

“…Meta-analysis pooled RCT data using Review Manager 5.4.1, and non-pooled outcomes from cohort studies or limited RCT data were reported separately. …”
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Phylogeny and species delimitation of ciliates in the genus Spirostomum (class Heterotrichea) using single-cell transcriptomes by Shahed Uddin Ahmed Shazib, Auden Cote-L’Heureux, Ragib Ahsan, Sergio A. Muñoz-Gómez, JunMo Lee, Laura A. Katz, Mann Kyoon Shin

“…We evaluated the utility of the transcriptomic data by constructing species trees using concatenation and coalescent-based methods. …”
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Research on Multifunctional Rotating Target Device by HU Yinqiu, CHEN Hongtao, ZHANG Kun, SONG Yingmin, LIU Xingyu, GONG Xinbao, SUN Qi, LI Yankun

“…In order to study the influence of the structure of the rotating target device on neutron scattering, the energy spectrum distribution of source neutron at various angles in space was simulated by using TARGET software. The energy spectrum data was input into the MCNP data card, and 40 point detectors were set up, with 0°-360° distributed at a distance of 1 m from the target surface. …”
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The Effectiveness of Using Canva Application as A Science Learning Media in Elementary Schools by Dyah Aris Susanti, Nina Sultonurohmah, Eva Dewi Purwitasari

“… This study aims to analyze the effectiveness of using the Canva application as a learning medium in science subjects at elementary schools through a literature review method. The data used are secondary data obtained from various journals, scientific articles, and conference proceedings. …”
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Abortion Ban in English Social Media in 2022: Pragmatic Linguistics of Online Communications by Anna A. Gnedash, Veronika V. Katermina

“…The resulting web corpus of network linguistic data (datasets) was subjected to multidimensional analysis using such methods as Data Science, mathematical modeling, relational sociology, corpus analysis, discourse analysis, etc. …”

APPLICATION OF ARTIFICIAL INTELLIGENCE IN ORTHODONTIC DENTISTRY (LITERATURE REVIEW) by Yu.Ye. Lokota, Ye.Yu. Lokota, M.E. Izay, M.I. Kayla

“… The aim of the study is to systematize and review the available research data on the application of artificial intelligence in orthodontics. …”
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Hut 1 of Tornambé, Pietraperzia: an Experimental Project for Prehistoric Sicily Studies by Claudia Speciale, Kati Caruso

“…Testing hypotheses and comparing scarce archaeological data with material culture artefacts helps to create an enduring visual experience for both researchers and the public (Paardekooper 2013).…”
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Conservative Treatment and Rehabilitation Training for Rectus Femoris Tear in Basketball Training Based on Computer Vision by Yupeng Zhang, Gaowei Zhao

“…Computer vision technology is based on high-performance computers, which can obtain massive amounts of information and data in a short period of time and use intelligent algorithms to perform high-speed data processing on the information, which is conducive to the integration of information related to product design, production process management, etc. …”
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