Limb movement detection and analysis based on visual recognition of human posture by Zhiguo Xiao, Chunxiang Wang, Tianjiao Ding, Xiangfeng Shen, Xinyuan Li, Dongni Li

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Comparative analysis of image mosaicing techniques for aerial agriculture field imaging by Maria John, S. Santhanalakshmi, J Amudha, Jianfeng Zhou

“…UAVs that are outfitted with advanced image sensors offer a flexible and cost-efficient means of obtaining cohesive, inclusive, and precise visual depictions of regions. The obtained visual data, however, frequently comprises fragmented data as a result of the restricted perspective of individual images. …”
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DIGITALIZATION OF DIAGNOSIS AND PREVENTION OF DUST-INDUCED LUNG DISEASES IN KEMEROVO COAL MINERS: INTEGRATION OF TELEMEDICINE AND BIG DATA ANALYTICS FOR PROTECTING THE HEALTH OF CO... by Олег Иванович Бондарев, Сергей Николаевич Филимонов

“…All data were subjected to statistical processing to identify relationships between age, disease stage, and analysis results. …”
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Dual antiplatelet therapy versus aspirin alone in acute ischemic stroke or transient ischemic attack: A meta-analysis and trial sequential analysis of randomized controlled trials by Ramez M Odat, Sakhr Alshwayyat, Zainab I Bahdar, Mohammad Abdelraheem, Basma B Khalefa, Omar Jarah, Mohammad H Obeidat, Mohammad E Bani Khalaf, Aon J Bani Khalaf, Ayham Mohammad Hussein, Jehad A Yasin, Hamdah Hanifa, Hritvik Jain

“…Pooled risk ratios with 95% confidence interval were calculated. Trial sequential analysis was conducted for the main outcomes to weigh the risks of type I and type II errors. …”
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Artificial intelligence in personalized rehabilitation: current applications and a SWOT analysis by Elpidio Attoh-Mensah, Arnaud Boujut, Arnaud Boujut, Mikaël Desmons, Anaick Perrochon

“…Automation of certain tasks can reduce human error and alleviate clinician workload, allowing more time for direct patient care. …”
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Prediction and Analysis of Borosilicate Glass Surface Deformation Induced by Flame Jet by Biling Wang, Yutang Zhai, Xinming Zhang, Xinxin Qi, Weijie Fu

“…By comparing experimental data with theoretical model results, surface tension was incorporated, and the model was iteratively optimized using MATLAB R2024a. …”
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Delay Analysis of Atlas Sports Club Project Based on FTA and ETA by Devita Sari, Hamonangan Girsang

“…Using quantitative and qualitative mixed methods, data was analyzed using validity and reliability tests and FTA (Fault Tree Analysis) and ETA (Event Tree Analysis) methods to understand the main causes and their impacts. …”
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A High-throughput, Robotic System for Analysis of Aerosol Sampling Filters by Christian L’Orange, Gabe Neymark, Ellison Carter, John Volckens

“…However, gravimetric analysis of air sampling filters is tedious, time-intensive, and prone to human error. …”
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The Effects of Intravenous Immunoglobulins in Women with Recurrent Miscarriages: A Systematic Review of Randomised Trials with Meta-Analyses and Trial Sequential Analyses Including... by Pia Egerup, Jane Lindschou, Christian Gluud, Ole Bjarne Christiansen, ImmuReM IPD Study Group

“…<h4>Selection criteria</h4>Randomised trials investigating IVIg versus placebo, no intervention, or treatment as usual in women with RM.<h4>Data collection and analysis</h4>We undertook meta-analyses of aggregated data and individual patient data using a two-step approach, and we conducted bias domain assessments and trial sequential analyses to assess the risks of systematic and random errors.…”
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Prediction and analysis of toxic and side effects of tigecycline based on deep learning by Yin Xiong, Guoxin Liu, Xin Tang, Boyang Xia, Yalian Yu, Guangjun Fan

“…Based on these results, the length of hospital stay was predicted by the deep learning prediction model with an error within 1 day.ConclusionIn this study, the hospitalization days of infected patients were predicted by deep learning model with low error. …”
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Research on Quantitative Analysis Method of Infrared Spectroscopy for Coal Mine Gases by Feng Zhang, Yuchen Zhu, Lin Li, Suping Zhao, Xiaoyan Zhang, Chaobo Chen

“…For gases with overlapping absorption peaks, a wavelength selection method bassed on the impact values of variables and population analysis was applied to select variables from the spectral data. …”
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Visual nutrition analysis: leveraging segmentation and regression for food nutrient estimation by Yaping Zhao, Yaping Zhao, Ping Zhu, Ping Zhu, Yizhang Jiang, Kaijian Xia, Kaijian Xia

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Wavelet correlation noise analysis for qubit operation variable time series by Amanda E. Seedhouse, Nard Dumoulin Stuyck, Santiago Serrano, Will Gilbert, Jonathan Yue Huang, Fay E. Hudson, Kohei M. Itoh, Arne Laucht, Wee Han Lim, Chih Hwan Yang, Tuomo Tanttu, Andrew S. Dzurak, Andre Saraiva

“…Engineering progress in spin qubit experiments generates large amounts of data, necessitating analysis techniques from fields experienced in managing large data sets. …”
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Incorporating external controls in the design of randomized clinical trials: a case study in solid tumors by Emily M. Damone, Jiawen Zhu, Herbert Pang, Xiao Li, Yinqi Zhao, Evan Kwiatkowski, Lisa A. Carey, Joseph G. Ibrahim

“…Abstract Background The use of historical external control data in clinical trials has grown in interest and needs when considering the design of future trials. …”
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LTAU-FF: Loss Trajectory Analysis for Uncertainty in atomistic Force Fields by Joshua A Vita, Amit Samanta, Fei Zhou, Vincenzo Lordi

“…We apply LTAU towards estimating parametric uncertainty in atomistic force fields ( LTAU-FF ), demonstrating that it produces well-calibrated confidence intervals and predicts errors that correlate strongly with the true errors for data near the training domain. …”
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Modeling and Key Parameter Interaction Analysis for Ship Central Cooling Systems by Xin Wu, Ping Zhang, Pan Su, Jiechang Wu

“…This prediction model exhibited excellent goodness of fit and prediction ability (coefficient of determination <i>R</i>² = 0.9688, adjusted <i>R</i>²_adj = 0.9438, predicted <i>R</i>²_pred = 0.8752), with a maximum relative error of only 1.2% compared to the simulation data, confirming its high accuracy. …”
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An Overview of Performance Analysis and Optimization in Coexisting Satellites and Future Terrestrial Networks by Sirine Ben Ati, Hayssam Dahrouj, Mohamed-Slim Alouini

“…Additionally, the survey presents a number of papers dealing with performance analysis, namely outage probability, ergodic capacity, average symbol error rate, and effective capacity. …”
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Protocol for a systematic review with meta-analysis and trial sequential analysis of preventive interventions versus any control intervention for parents with a mental disorder on... by Emilie Hestbaek, Jeanne Kofoed, Jane Barlow, Anne Amalie Elgaard Thorup, Michelle Sleed, Sebastian Simonsen, Anna K. Georg, Mette Skovgaard Væver, Sophie Juul

“…Methods/design We will conduct a systematic review with meta-analysis and report it as recommended by Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA), bias will be assessed with the Cochrane Risk of Bias tool-version 2 (ROB2), an eight-step procedure will be used to assess if the thresholds for clinical significance are crossed, trial sequential analysis will be conducted to control for random errors, and the certainty of the evidence will be assessed with the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach. …”
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PERFORMING AN ANALYSIS OF ARRAY WAVEGUIDE (AWG) MULTIPLEXER BASED ON AN OPTICAL NETWORK by Hussein Ahmed Ali

“…In the beginning, an analysis is performed of an AWG at data rates of (8×40Gb/s, over 242.5km fiber optic link) with minimum system impairments. …”
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Detection and Predictive Analysis of Drowsiness Using Non-contact Doppler Sensor by Chung Kyo In, Byung Chan Min

“…In terms of predicting drowsiness stages and actual drowsiness states, it was observed that a time error of approximately 20-30 seconds exists. The study aimed to detect drowsiness and predict drowsiness based on data acquired through a non-contact Doppler radar sensor.…”
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