Cluster Coordination between High-speed Rail Transportation Hub Construction and Regional Economy Based on Big Data by Liang Zhao, Yuanhua Jia

“…The experimental results prove that each sample is tested in pairs, the standard error level of the mean is 0.002, which is less than 0.05, and high-speed railway construction can finally achieve economic integration. By improving the development of high-speed railways, continuously shortening the distance between time and space, breaking regional trade barriers, and reducing the cost of commodity circulation, industrial interaction and coordinated development between different regions can be effectively promoted.…”
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De la simulation à la simulation participative : apporter une vision intégrée de la rénovation urbaine aux aménageurs publics, à travers une démarche expérimentale by Anaïs Berry, Nicolas Becu, Onil Goubier, Nikolaos Papoulias, Nathalie Long, Didier Vye

“…part of national urban renewal programs, the political stakeholders of the city are engaged in many projects seeking to achieve different purposes: reduce energy consumption, improve living condition, foster ecomobility, promote social mixing. …”
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The growth–environment nexus amid geopolitical risks: cointegration and machine learning algorithm approaches by Md. Idris Ali, Md. Atikur Rahaman, Mohammed Julfikar Ali, Md. Ferdausur Rahman

“…Geopolitical risks are found to positively contribute to CO2 emissions, emphasizing their role as a barrier to achieving environmental sustainability. To validate robustness, the Kernel Regularized Least Squares (KRLS) machine learning approach is employed, confirming the consistency of results. …”
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Visual-textual integration in LLMs for medical diagnosis: A preliminary quantitative analysis by Reem Agbareia, Mahmud Omar, Shelly Soffer, Benjamin S. Glicksberg, Girish N. Nadkarni, Eyal Klang

“…These findings suggest that enhanced visual data processing may be needed for LLMs to achieve the degree of image-related performance gains seen in human examiners.…”
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Strategies for enhancing deep video encoding efficiency using the Convolutional Neural Network in a hyperautomation mechanism by Xiaolan Wang

“…The results demonstrate that, compared to the original test platform method (HTM-16.2), the proposed method achieves an average Bjøntegaard delta bit rate (BDBR) savings of 8.12% across all tested video sequences. …”
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A Rare Case of Neurosyphilis with Calvaria Osteitis Presenting in Pregnancy by Gisella M. Newbery, Christine E. Henricks, Julie A. Vircks, Andreina Colina, David C. Mundy

“…For neuro, otic, and ocular syphilis, aqueous crystalline penicillin G (as opposed to benzathine penicillin G) is required to achieve treponemicidal concentrations in those physiologic compartments. …”
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The Efficacy of Intravitreal Conbercept for Chronic Central Serous Chorioretinopathy by Jianbo Mao, Caiyun Zhang, Chenyi Liu, Lijun Shen, Jimeng Lao, Yirun Shao, Yiqi Chen, Jiwei Tao

“…Full resolution of SRF was achieved in 8 (22.9%) eyes at 1 month, 16 (45.7%) eyes at 2 months, 22 (62.9%) eyes at 3 months, and 27 (77.1%) eyes at 6 months after the initial treatment of anti-VEGF injection. …”
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Marked point process variational autoencoder with applications to unsorted spiking activities. by Ryohei Shibue, Tomoharu Iwata

“…This enables us to reconstruct covariates from unsorted spikes, known as neural decoding. Our model achieves superior performance in prediction and decoding tasks for synthetic data and the spiking activities of place cells.…”
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Atomistic Insight into the Effects of Collision Angle on the Characteristics of Cu-Ta Joining by Explosive Welding by Van-Thuc Nguyen, Nguyen Quang Hien, Pham Minh Duc, Tran Duy Nam, Van Huong Hoang, Van Thanh Tien Nguyen

“…After further improvement up to 20°, they then suffer a decrease. The Cu-Ta weld achieves a tensile strength ranging from 6.37 to 8.94 GPa. …”
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Data-driven machine learning approaches for simultaneous prediction of peak particle velocity and frequency induced by rock blasting in mining by Yewuhalashet Fissha, Prashanth Ragam, Hajime Ikeda, N. Kushal Kumar, Tsuyoshi Adachi, P.S. Paul, Youhei Kawamura

“…The performance evaluation of each five machine learning models demonstrates each model achieved a performance of more than 0.90 during the testing phase, there was a strong correlation observed between the actual and the predicted ones. …”
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T4 Phage Displaying Dual Antigen Clusters Against H3N2 Influenza Virus Infection by Shenglong Liu, Mengzhou Lin, Xin Zhou

“…Importantly, mice immunized with the T4 phage displaying dual antigen clusters achieved full protection (100% protection) against the H3N2 influenza virus, highlighting its robust protective efficacy. …”
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FBI-Net: Frequency-Based Image Forgery Localization via Multitask Learning With Self-Attention by A-Rom Gu, Ju-Hyeon Nam, Sang-Chul Lee

“…Extensive experiments show that our proposed FBI-Net outperforms existing forgery localization methods on six benchmark splicing and copy-move image datasets, CASIA TIDE v 1.0, CASIA TIDE v 2.0, Carvalho, Columbia, Coverage, IMD2020, achieving the best performance in an average of IoU of 70.99% and F1-score of 76.98% which is 9.79%, 9.82% higher than the previous method, respectively.…”
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Segmented evolution and exploration targets of the Cambrian platform margin in the Manxi area, Tarim Basin by Zongquan Hu, Fan Feng, Chengming Fang, Zicheng Cao, Tieyi Wang, Kangkang Guo, Yang Li, Shi Wang

“…Of the three major basins in western China, Tarim is the only basin with large-scale platform margin where no exploration breakthrough has been achieved yet. This study determines the vertical and lateral differential evolution of the platform margin (in the Manxi area hereafter referred to as the Cambrian Manxi platform margin) through fine-scale sequence stratigraphic division and a segmented analysis. …”
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Comparative Evaluation of Ketoprofen Gel Alone and in Combination with Doxycycline Gel as Local Drug Delivery in the Treatment of Chronic Periodontitis among Smokers and Non-Smoker... by Krupali J. Gandhi, Priyadarshini P. Nadig, Shivlal Vishnoi, Bhumika S. Sheth, Jinal Desai, Kandarp Raj

“…Background and Objective: Often, the treatment goals for chronic periodontitis in smokers are not achieved only by scaling and root planing (SRP) as non-surgical periodontal therapy. …”
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Disputable issues of the surgical strabismus correction in patients with Graves’ ophthalmopathy by D.S. Atarshchikov, E.Yu. Korchemkina

“…Patients with GO who visit an ophthalmic surgeon should be cautioned in advance that it could be not possible to achieve fully binocular vision in all directions of gaze. …”
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Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions. by Yiye Zhang, Yufang Huang, Anthony Rosen, Lynn G Jiang, Matthew McCarty, Arindam RoyChoudhury, Jin Ho Han, Adam Wright, Jessica S Ancker, Peter Ad Steel

“…The best-performing model achieved an AUC of 0.87 in the development site (test set) and 0.75 in the independent validation set. …”
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Dificuldades, Preocupações e Estresse na Pós-Graduação by Gilberto José Miranda, Silvia Maria Cintra da Silva, Leonardo Barbosa e Silva, Renata Fabiana Pegoraro, Janser Moura Pereira

“…Além disso, as dificuldades e as preocupações que mais fortemente explicam o nível de estresse dos estudantes são: falta de motivação; pressão interna pelo bom desempenho; interferência da demanda dos estudos sobre outros aspectos de sua vida; aspectos financeiros pessoais; dificuldade relativa ao prazo para elaboração da tese ou dissertação; falta de incentivo; e dificuldade de compatibilizar os estudos com a vida pessoal e familiar. Esses achados sugerem que a atenção para o estresse na pós-graduação stricto sensu e a necessidade de um cuidado com os estudantes desse nível de ensino devem compor a formação dos futuros profissionais. …”
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Fine Particle pH and its Impact on PM2.5 Control in a Megacity of Central China by Mingming Zheng, Ke Xu, Lianxin Yuan, Nan Chen, Menghua Cao

“…It is directly effective at low pH, but more ammonia control is required before achieving effectiveness at high pH. For the current particulate pH of 3–4 in Wuhan, both SO2 and NOx control are beneficial for PM2.5 reduction. …”
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Prevalence and demographic distribution of anaemia among those visiting a teaching hospital located in tribal predominant block of Jharkhand: Retrospective record based analysis by Vasanth Chellamuthu, Srinivasan Chelladurai, Vinayagamoorthy Venogopal, Bhagyasri Ray, S Sharanabasappa, Vasantha C. Kalyani, Satya Patra

“…A retrospective, chart-based study design was adopted to achieve the objectives. All inpatient case records available from the Department of Laboratory Medicine and the electronic hospital information system of the institute were reviewed between January 1, 2021, and January 31, 2024. …”
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Exploring machine learning algorithms for predicting fertility preferences among reproductive age women in Nigeria by Zinabu Bekele Tadese, Teshome Demis Nimani, Kusse Urmale Mare, Fetlework Gubena, Ismail Garba Wali, Jamilu Sani

“…Permutation and Gini techniques were used to identify the feature's importance.ResultsRandom Forest achieved the highest performance with an accuracy of 92%, precision of 94%, recall of 91%, F1-score of 92%, and AUROC of 92%. …”
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