HI-CMAIM: Hybrid Intelligence-Based Multi-Source Unstructured Chinese Map Annotation Interpretation Model by Jiaxin Ren, Wanzeng Liu, Jun Chen, Xiuli Zhu, Ran Li, Tingting Zhao, Jiadong Zhang, Yuan Tao, Shunxi Yin, Xi Zhai, Yunlu Peng, Xinpeng Wang

“…Firstly, leveraging expert knowledge in an innovative way, we constructed a high-quality expert knowledge-based map annotation dataset (EKMAD), which significantly enhanced data diversity and accuracy. …”
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Assessing the performance of machine learning and analytical hierarchy process (AHP) models for rainwater harvesting potential zone identification in hilly region, Bangladesh by Md. Mahmudul Hasan, Md. Talha, Most. Mitu Akter, Md Tasim Ferdous, Pratik Mojumder, Sujit Kumar Roy, N.M. Refat Nasher

“…Notably, drainage density and elevation emerged as the most influential factors in constructing these models. The application of machine learning algorithms has enhanced the precision of rainwater harvesting zone estimate systems by examining diverse aspects. …”
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Grem1 inhibits osteogenic differentiation of MBMSCs in OVX rats through BMP/Smad1/5 signaling pathway by Shan-shan Yang, Min LinHu, Xiao-hua Hu, Si-si Jiang, Wen-yue Hu, Xiao-hong Yang

“…Materials and methods: A postmenopausal osteoporosis (POP) rat model was constructed via bilateral ovariectomy. Techniques such as Western Blot (WB) and Real-Time Quantitative PCR (RT-qPCR) were employed to determine changes in Grem1 expression in MBMSCs of postmenopausal rats and its effect on osteogenic differentiation. …”
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Mathematical model of the relationship between pH holding time and erosive esophagitis healing rates by Colin W. Howden, Carmelo Scarpignato, Eckhard Leifke, Darcy J. Mulford, Gezim Lahu, Axel Facius, Yuhong Yuan, Richard Hunt

“…Emerging evidence also supports potassium‐competitive acid blockers (P‐CABs). The aim was to construct a mathematical model to examine the relationship between pH holding time ratios (HTRs) and erosive esophagitis healing rates with H2RAs, PPIs and P‐CABs. …”
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Consensus representation of multiple cell–cell graphs from gene signaling pathways for cell type annotation by Yu-An Huang, Yue-Chao Li, Zhu-Hong You, Lun Hu, Peng-Wei Hu, Lei Wang, Yuzhong Peng, Zhi-An Huang

“…Initially, our model constructs multiple pathway-specific views using various pathway databases, which reflect both gene expression and pathway activities. …”
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A numerical simulation study of hydrogen-air mixture combustion in a closed chamber at low initial pressure by Oleh Tryfonov, Olga Shypul, Vadym Garin, Vitalii Myntiuk, Denys Tkachenko

“…The tasks included constructing and validating the hydrogen-air combustion model using experimental data for high accuracy and applicability in TEM systems. …”
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One-pot fabrication of highly porous morphology of ferric oxide-ferric oxychloride/poly-O-chloroaniline nanocomposite seeded on poly-1H pyrrole: Photocathode for green hydrogen gen... by Rabia Mohamed, Alnuwaiser Maha Abdallah

“…The photocathode exhibits broad optical absorption extending into the IR region and has a promising bandgap of 1.74 eV, making it a strong candidate for hydrogen gas generation within a constructed three-electrode cell. The photocathode’s performance in natural seawater is impressive, with an estimated hydrogen production rate of 20 µmol/h per 10 cm2. …”
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Development and validation of a nomogram for predicting early neurological deterioration in patients with moderate traumatic brain injury: a retrospective analysis by Shen Wang, Shen Wang, Ruhai Wang, Chao Han, Haicheng Hu, Hongtao Sun, Hongtao Sun

“…Decision curve analysis (DCA) was used to evaluate the net benefit of the model for patients.ResultsIn the training group, multivariate logistic regression demonstrated that GCS score, epidural hematoma, intracerebral hemorrhage, fibrinogen, and D-dimer were independent risk factors for END in patients with moderate TBI. A nomogram was constructed using the logistic regression prediction model. …”
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Evaluation of an acne lesion detection and severity grading model for Chinese population in online and offline healthcare scenarios by Na Gao, Jiaping Wang, Zheng Zhao, Xiao Chu, Bin Lv, Gangwen Han, Yuan Ni, Guotong Xie

“…An algorithm called AcneDGNet was constructed with a feature extraction module, a lesion detection module and a severity grading module. …”
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Study on Test‐Mass Charging for Taiji Gravitational Wave Observatory by Ruilong Han, Minghui Cai, Tao Yang, Liangliang Xu, Qing Xia, Xinyu Jia, Dawei Gao, Mengyao Li, Longlong Zhang, Hongwei Li, Jianwei Han

“…This study aims to model the charging of TMs during Galactic cosmic rays and solar proton events (SPEs) using the Monte Carlo simulation toolkit meanwhile with constructing the sophisticated 3D spacecraft. The results show that the total net charging rates are 34.48 +e/s and 33.85 +e/s on TM1 and TM2 during the solar minimum, and 9.58 +e/s on TM1 and 9.65 +e/s on TM2 during the solar maximum. …”
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Cognitive prehabilitation for geriatric patients undergoing elective surgery: a PRISMA-P-compliant protocol for a systematic review by Yu He, Nianyi Sun, Wenchen Zou, Anren Zhang, Xiaochai Han, Caitao Chen

“…We will include randomised controlled trials published in English or Chinese that examine the effects of cognitive prehabilitation programmes on geriatric patients undergoing elective surgery. To construct the search strategy, the Patient, Intervention, Comparison, Outcome, Study scheme will be used. …”
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Interfacial Acid‐Like Microenvironment and Orbital Modulating Strategy toward Efficient Hydrogen Evolution in Neutral High‐Salinity Wastewater/Seawater by Lina Xu, Wei Li, Kuanchang He, Dongmei Ma, Jinxing Ma, Kui Yang, Abid Ahmad, Faliang Cheng, Sihao Lv, Defeng Xing

“…Herein, an iron‐based electrocoagulation‐coupled hydrogen production integrated system (IEHPS) is constructed, which is realized by coupling low‐potential anodic iron oxidation reaction with cathodic HER. …”
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Comparative analysis of unicortical vs. subchondral locking screws in osteoporotic proximal humerus fractures by Mohammad Khak, Jeffrey J. Olson, Patrick Williamson, Mohammad Javad Shariyate, Ahmad Hedayatzadeh Razavi, Kaveh Momenzadeh, Mohammadreza Abbasian, Nadim Kheir, Edward K. Rodriguez, Ara Nazarian

“…Interpretation: Our findings indicate that there is little to no difference in the stability of the construct for osteoporotic two-part proximal humerus fractures, in contrast to general recommendations against unicortical screws. …”
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The Relationship Between Attachment Styles and Difficulty in Emotion Regulation: Investigating the Moderating Role of Reflective Functioning by Fatemeh Arab Alidoosti, Mahmoud Dehghani, Maryam Roshan, Somayeh Robat Milli

“…This concept shares common roots with these two constructs and has been examined in the present study. …”
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Portfolio formation based on risk-adjusted performance and distribution-based returns using data envelopment analysis by Hosseinali Heydarzadeh, Fereydon Rahnamay Roodposhti, Alireza Rashidi Komijan, Seyyed Esmaeil Najafi

“…Purpose: This research aims to construct a portfolio based on risk-adjusted performance and distribution-based returns and determine the efficiency using the Data Envelopment Analysis (DEA) approach. …”
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Students’ attitudes toward euthanasia and abortion: a cross-cultural study in three Mediterranean countries by Ivana Tutić Grokša, Ana Depope, Tijana Trako Poljak, Igor Eterović, Toni Buterin, Robert Doričić, Mariana Gensabella, Maria Laura Giacobello, Josip Guć, Eleni Kalokairinou, Željko Kaluđerović, Iva Rinčić, Ivana Zagorac, Miltiadis Vantsos, Amir Muzur

“…These results also provided a basis for a better understanding of the construct of Mediterranean bioethics.…”
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Identified VCAM1 as prognostic gene in gastric cancer by co-expression network analysis by Wenjuan Li, Hong Gao, Jianjun Liu

“…Co‐expression gene modules were constructed via Weighted Gene Co‐Expression Network Analysis (WGCNA), followed by deciphering gene functions and protein–protein interaction networks within significantly associated modules. …”
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Large-Scale Experimental Validation of Real-Time Monitoring in Underground Gas Storage Wells Using Distributed Fiber Optic Sensing by Linqing Luo, Diana Abdulhameed, Gang Tao, Tianchen Xu, Jiangnan Wang, David Xu, Kenichi Soga, Yuxin Wu

“…It also successfully detected gas leaks through the cement behind the casing for newly constructed borehole, with a minimum leak rate of 1.5 LPM (Liter Per Minute). …”
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Investigating the role of hyperexpressed HCN1 in inducing myocardial infarction through activation of the NF-κB signaling pathway by Liang Xiao, Zhang Jie, Luo Ya

“…An HCN1 overexpression vector was constructed and transfected into H9C2 cells, followed by PDTC treatment. …”
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Based on network pharmacology and molecular docking to study the mechanisms of active ingredients of ginseng in the treatment of atopic dermatitis by BU Jialiang, SHEN Lin, MENG Yuan, PIAO Yingshi

“…Then the ″drug-component-target″ network was constructed, and the potential and core targets of ginseng for the treatment of atopic dermatitis were screened. …”
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