Advancement of Artificial Intelligence in Cost Estimation for Project Management Success: A Systematic Review of Machine Learning, Deep Learning, Regression, and Hybrid Models by Md. Mahfuzul Islam Shamim, Abu Bakar bin Abdul Hamid, Tadiwa Elisha Nyamasvisva, Najmus Saqib Bin Rafi

“…Overall, deep learning and hybrid models offer the highest accuracy in cost estimation, while machine learning and regression models still provide reliable results for specific applications.…”
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Machine learning frameworks to accurately predict coke reactivity index by Ayat Hussein Adhab, Morug Salih Mahdi, Krunal Vaghela, Anupam Yadav, Jayaprakash B, Mayank Kundlas, Ankur Srivastava, Jayant Jagtap, Aseel Salah Mansoor, Usama Kadem Radi, Nasr Saadoun Abd, Samim Sherzod

“…Precisely forecasting coke reactivity index (CRI) plays a critical role in the metallurgical industry, as it enables optimization of coke quality, leading to cost-effective production and efficient resource utilization. …”
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The Advances in Diagnosis and Treatment of Brugada Syndrome: A Comprehensive Review by Bartosz Szepietowski, Wiktoria Mączyńska, Justyna Dutkiewicz, Michał Wijata, Anna Maria Wijata, Zuzanna Adriana Przybyłek-Stępień, Ryszard Bartosiński, Jan Szustak, Maria Kąpa, Jakub Marek Kaźmierczak, Ewelina Rycerz, Piotr Pasek

“…Conclusion: Brugada Syndrome remains a complex condition with ongoing challenges in risk stratification and treatment optimization. While ICDs are the primary intervention for high-risk patients, their use in asymptomatic individuals remains controversial. …”
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Computer-Aided Diagnosis and Staging of Pancreatic Cancer Based on CT Images by Min Li, Xiaohan Nie, Yilidan Reheman, Pan Huang, Shuailei Zhang, Yushuai Yuan, Chen Chen, Ziwei Yan, Cheng Chen, Xiaoyi Lv, Wei Han

“…In contrast to no feature selection, the model optimization time decreased by 19.94 seconds while maintaining precision. …”
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Design and test of a double-row high-speed precision corn seed metering device with guided side-filling and posture control by Wei SU, Bo YUAN, Qinghui LAI, Shengwu ZHOU, Yuan WAN, Ruye LI

“…Bench validation tests indicated that at 12 km/h, the qualified index reached 91.45%, showing a relative error of 0.79% compared to the simulation results, thereby confirming the reliability of the simulation optimization. Furthermore, within the operating speed range of 8–16 km/h, the qualified index consistently exceeded 90%, while the replay index and leakage index remained below 7% and 4%, respectively. …”
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CLSTM-MT (a Combination of 2-Conv CNN and BiLSTM Under the Mean Teacher Collaborative Learning Framework): Encryption Traffic Classification Based on CLSTM (a Combination of 2-Conv... by Xiaozong Qiu, Guohua Yan, Lihua Yin

“…The identification and classification of network traffic are crucial for maintaining network security, optimizing network management, and ensuring reliable service quality. …”
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Large Language Model–Assisted Risk-of-Bias Assessment in Randomized Controlled Trials Using the Revised Risk-of-Bias Tool: Usability Study by Jiajie Huang, Honghao Lai, Weilong Zhao, Danni Xia, Chunyang Bai, Mingyao Sun, Jianing Liu, Jiayi Liu, Bei Pan, Jinhui Tian, Long Ge

“…Furthermore, 6 RCTs (3 from each category) were randomly selected for prompt development and optimization. The remaining 40 trials established the internal validation standard, while Cochrane Reviews judgments served as external validation. …”
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An analysis of the quality differences in black tea produced from various Oolong tea tree cultivars by Shan Huang, Shuyan Li, Yihao Dan, Jiyue Wang, Sunan Shen, Yan Liu

“…Among the samples, TWWL, BYQL, CL and MZ demonstrated superior taste characteristics, while SX exhibited comparatively inferior taste qualities. …”
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The open-closed mod-minimizer algorithm by Ragnar Groot Koerkamp, Daniel Liu, Giulio Ermanno Pibiri

“…Compared to methods based on decycling sets, that achieve very low density in the small-k regime, our method has comparable density while being computationally simpler and intuitive. …”
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Research Framework and Anticipated Results of Key Technologies for Distributed Certificate-less Network Identity Systems by ZHANG Xiaosong, CAO Sheng, LU Tianbo, YANG Kun, GUI Xun, XIE Guotao, NIU Weina

“…Traditional centralized identity authentication methods face increasingly prominent performance and security threats, while there remains a significant lack of technologies and platforms suitable for certificate-less distributed network identity authentication. …”
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Impacts of Community Parks on Residents’ Health Benefits and Enhancement Strategies Thereof from the Perspective of Micro-Renewal: A Case Study of Nanjing by Tianyuan SHOU, Mingjuan ZHANG, Jiaxing WEI

“…These findings provide valuable insights for urban planners and policymakers, suggesting that community park micro-renewal should focus on optimizing both green and hard-surfaced spaces while enhancing biodiversity to maximize health benefits for residents. …”
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H2 production in underground coal gasification with pretreatment by non-focusing microwave by Lele Feng, Jie Dong, Haidong Li, Jiaxuan Sun

“…IntroductionUnderground coal gasification (UCG) faces challenges in product quality control and combustion stability. While microwave heating enhances coal seam heat/mass transfer efficiency, existing studies prioritize focused microwaves, overlooking non-focusing radiation.MethodsTwo microwave systems were used to treat coal in this paper. …”
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Multi-dimensional Exposure Characteristics and Health Benefits Differentiation of Green Spaces within Community Life Circle by Hailin HONG, Qing CHANG

“…Identifying the health benefits and differentiation of diverse urban green space exposure characteristics within community life circle can address relative evidence gaps while informing more precise, effective planning strategies for practical applications.MethodsThis research employs a case study of Beijing’s central urban area, utilizing random forest model integrated with Shapley additive explanation (SHAP) to quantify the relative contribution of multi-dimensional UGS exposure characteristics to health benefits. …”
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Current status of nurses’ public health emergency response capacity for emerging infectious disease: a cross-sectional study by Qin Qiu, Qin Qiu, Yuntong Liu, Fanping Meng, Fanping Meng, Xinhua Wang, Chunxiang Su

“…ObjectivesThis study aimed to assess the current status of nurses’ public health emergency response capacity for emerging infectious diseases (EIDs) in tertiary hospitals in Beijing, explore the deficiencies of nurses’ emergency response capacity, and analyze the influencing factors in the post-epidemic era.MethodsA convenience sampling method was utilized to recruit registered nurses in 3 tertiary hospitals in Beijing from 27 August and 2 September 2024. …”
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Formation of Managers’ Competencies in The Field of Project Portfolio Management of The Enterprise by H. H. Kuchmezov, S. I. Neizvestny

“…Project portfolio management competencies are erroneously replaced by individual project management competencies, while almost all modern enterprises have a project portfolio. …”
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Biomechanical comparison of three tibial tunnel positions for PCL reconstruction: a 3D finite element analysis by Siman Tian, Yi Zheng, Yubin Long, Yingzhen Niu, Zhikuan Li, Jiangtao Dong

“…Methods This is a study limited to computational simulation and based on data from a single anatomical model. …”
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Long-Range LiDAR Vehicle Detection Through Clustering and Classification for Autonomous Racing by Na-Young Lim, Tae-Hyoung Park

“…While some methods have been proposed to address this limitation, they often neglect real-time processing, making them unsuitable for racing environments. …”
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Design, Synthesis, Anticancer Evaluation and Molecular Docking of Pyrimidine, Pyrido[4,3-d]pyrimidine and 5,6,7,8-Tetrahydropyrido[3,4-d]pyrimidine Derivatives as Novel KRAS-G12D I... by Hailong Yang, Lu Gan, Huabei Zhang

“…<b>Background</b>: KRAS-G12D mutations drive 20–50% of pancreatic/biliary cancers yet remain challenging to target due to GTP-pocket conservation and high cellular GTP levels. While allosteric inhibitors targeting the SWII pocket (e.g., MRTX1133) show promise, limited chemical diversity and paradoxical cellular/enzymatic activity relationships necessitate the exploration of novel scaffolds. …”
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Factors influencing the cure of pseudolithiasis: a retrospective study of 264 patients by Leijiao Deng, Jie Deng

“…Abstract Objective To identify independent predictors of complete resolution in patients with pseudobiliary calculi and evaluate the effectiveness of different therapeutic strategies. Methods Clinical data were retrospectively analyzed from 264 patients with pseudobiliary calculi admitted to The First Hospital of Lanzhou University between January 2018 and December 2019. …”
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In Vivo pharmacokinetic interactions of ribociclib with rivaroxaban and apixaban in rats: implications for increased drug exposure and dose adjustments by Zihan Liu, Zihan Liu, Wenyu Du, Wenyu Du, Qimin Wang, Zhi Wang, Jing An, Yinling Ma, Zhanjun Dong, Ying Li

“…This study aimed to evaluate the extent of DDIs between ribociclib and rivaroxaban or apixaban in rats and to explore the optimization of drug dosing strategies.MethodsMale Sprague-Dawley rats were divided into 9 groups (n = 6), receiving ribociclib, apixaban, rivaroxaban, ribociclib with rivaroxaban, ribociclib with apixaban, and combinations with reduced doses and time intervals. …”
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