Soil spectral inference in the Western Highveld, South Africa: evaluating spiking as a tool for improved modeling accuracy by A Kock, G M Van Zijl

“…This study evaluates a spiking strategy –where the global Open Soil Spectral Library (OSSL) is augmented with local data– to improve soil property prediction in South Africa’s Western Highveld. …”
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Fuzzy evaluation and explainable machine learning for diagnosis of rheumatic and autoimmune diseases by Mohammed Fadhil Mahdi, Arezoo Jahani, Dhafar Hamed Abd

“…To select the optimal model, we apply fuzzy decision by opinion score method (FDOSM). The FDOSM process involves assessments from three domain experts to ensure a robust and well-rounded evaluation. …”
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Modeling the therapeutic dynamics of acupuncture and moxibustion: a systems biology approach to treatment optimization by Quan Gan, Qi-Wei Ge, Chuanxia Liu, Zhaoman Zhong, Jiaying Wu, Lei Shi, Jin Xu, Chen Li

“…This study introduces a comprehensive framework for dynamic modeling, visual representation, and quantitative evaluation of AMT systems. By offering a systematic and predictive approach to AMT analysis, the proposed method not only enhances understanding of treatment mechanisms but also contributes to the standardization of clinical practice.…”
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Mixed mode fracture: numerical evaluation and experimental validation using PMMA specimens by Sérgio Alexandre Gonçalves Pereira, Sérgio M.O. Tavares, Paulo M.S.T. de Castro

“…The extended finite element method (XFEM) is also used to predict the crack trajectory under different loading conditions. …”
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The Effect of Resampling Techniques on Model Performance Classification of Maternal Health Risks by Nia Mauliza, Aisha Shakila Iedwan, Yoga Pristyanto, Anggit Dwi Hartanto, Arif Nur Rohman

“…This research aimed to improve prediction accuracy in the classification of pregnant women's diseases through the application of various resampling methods. …”
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Longwall panel width design with prediction of the corresponding maximum induced ground surface subsidence by Fariborz Matinpour, Abbas Majdi

“…Then, the paper continues to present two more new analytical methods for a suitable longwall panel width design and subsequently to predict the corresponding maximum induced ground surface subsidence. …”
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Research Progress on Ambient Visual Information Analysis and Perception Measurement Methods for Motion Vision by Haipeng ZHU, Yuhang KONG, (JPN) OHNO Ryuzo

“…By integrating objective physical environment analysis with subjective perception evaluation, the research proposes a unified framework to explore the mechanisms linking built environments with spatial cognition, and predicts future research directions.MethodsThis research employs a comprehensive review methodology to examine the mechanisms of dynamic visual perception in urban public spaces. …”
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Deep learning for gender estimation using hand radiographs: a comparative evaluation of CNN models by Hilal Er Ulubaba, İpek Atik, Rukiye Çiftçi, Özgür Eken, Monira I. Aldhahi

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A Novel Method for Aging Life Evaluation of O-Rings Based on the Sealing Performance Degradation Model and the Artificial Neural Network Model by Xiaojia Wang, Yu Huang, Jianning Zhang, Zihui Wang, Weiping Hu, Chao Song

“…Furthermore, an aging life evaluation method for O-rings based on the ANN model is proposed to predict the aging life of O-rings under different temperatures and compression sets. …”
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Method for Evaluating Urban Building Renewal Potential Based on Multimachine Learning Integration: A Case Study of Longgang and Longhua Districts in Shenzhen by Dengkuo Sun, Yuefeng Lu, Yong Qin, Miao Lu, Zhenqi Song, Ziqi Ding

“…Categorizing urban renewal projects improved the goodness of fit for residential and industrial building renewal by 0.14% and 6.13%, respectively. (3) Compared with traditional macro-level evaluation methods, the experimental results of this study improved by 8.41%, and compared with single-model approaches based on planning permit data, the accuracy improved by 29.11%.…”
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Effect of aggregate type on moisture susceptibility of modified cold recycled mix asphalt: evaluation by mechanical tests and Surface Free Energy method by Hassan Latifi, Nahid Amini

“…Finally, it was shown that results of SFE method were compatible with the mechanical tests in predicting moisture damage.…”
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Combination of Cannabidiol with Cisplatin or Paclitaxel Analysis Using the Chou–Talalay Method and Chemo-Sensitization Evaluation in Platinum-Resistant Ovarian Cancer Cells by Jana Ismail, Wassim Shebaby, Shirine Azar Atallah, Robin I. Taleb, Sara Kawrani, Wissam Faour, Mohamad Mroueh

“…The Chou–Talalay method and CompuSyn software were used to determine the combination indices (CIs) for predicting interactions between CBD and chemotherapeutic agents. …”
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Ultrasonographic modeling of lung and diaphragm mechanics: clinical trial of a novel non-invasive method to evaluate pre-operative pulmonary function by Tianyuan Li, Xiong-zhi Wu, Dingde Long, Huan Fu, Suping Guo, Fen Liu

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Interfacial Characteristics of Graphene/Polymer Nanocomposites by Molecular Dynamics Simulation and Evaluating Effects of that on Mechanical Properties of Nanocomposites by FEM by Hamed Afzali Alvars

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Estimating pros and cons of statistical downscaling based on EQM bias adjustment as a complementary method to dynamical downscaling by Alfredo Reder, Giusy Fedele, Ilenia Manco, Paola Mercogliano

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Evaluating polygenic risk score prediction performance for Alzheimer's disease in a population-based Hispanic cohort using single- and multi-ancestry modelsResearch in context by Yuexuan Xu, Min Qiao, Tamil I. Gunasekaran, Yian Gu, Dolly Reyes-Dumeyer, Angel Piriz, Danurys Sanchez, Belisa Soriano, Yahaira Franco, Zoraida Dominguez Coronado, Patricia Recio, Diones Rivera Mejia, Martin Medrano, Rafael A. Lantigua, Lawrence Honig, Jennifer J. Manly, Adam M. Brickman, Badri N. Vardarajan, Richard Mayeux

“…Methods: Prediction performance of Apolipoprotein-E (APOE), single-ancestry PRS, and multi-ancestry PRS derived from GWAS-focused and method-focused approaches to clinical AD, incident AD, and cognition and were evaluated in 2961 Hispanic people from two large studies. …”
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A High-Resolution Spectral Analysis Method Based on Fast Iterative Least Squares Constraints by Yanyan Ma, Haixia Kang, Weifeng Luo, Yunxiao Zhang, Lintao Luo

“…The prediction of reservoir and caprock thickness is important in geological evaluations for site selection for aquifer underground gas storage. …”
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Systemic Immune-Inflammation Index (SII) vs. Neutrophil-to-Lymphocyte Ratio (NLR): evaluating the predictive power of SII and NLR in severity of acute ischaemic stroke based on NIH... by Arbaz Hassan, Anfal Hamza, Kiran Khan, Aiza Shafique, Faiza Naz, Rameen Riaz, Fazeel Shabbir, Muhammad Zafar Majeed Babar, Muhammad Saleem, Hafiz Haseeb Ahsan, Ghulam Mustafa, Hafiz Muhammad Usama Amjad

“…Conclusion: Our study reported notable findings in terms of predictive power of NLR and SII in evaluating stroke severity based on NIHSS score. …”
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Evaluation of Pediatric Sequential Organ Failure Assessment Score (pSOFA) in Predicting the Mortality and Outcome of the Patients Admitted in Pediatric ICU in Tertiary Care Hospita... by Arpita Gogoi, P S Kirtheka

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Research and evaluation on the inhibition of coal spontaneous combustion characteristics by different concentrations of chloride salts by Jiuling ZHANG, Kaixu YUE, Jiuyuan FAN, Chuyan SUN, Xiaotong YANG, Gaoyang RUAN

“…Combined with the thermodynamic characteristics of oxidation reaction, the inhibition mechanism of chloride inhibitor was discussed. The entropy weight method was used to evaluate and optimize the inhibitor. …”
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