Constructing a novel mitochondrial metabolism-related genes signature to evaluate tumor immune microenvironment and predict survival of colorectal cancer by Hou Wang, Hou Wang, Kai Zhang, Guang Ning, Guang Ning

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Advancing Digital Supply Chains through Generative AI: A Strategic Framework with the ELECTRE III Method by Fadoua Tamtam, Amina Tourabi

“… This study evaluates the role of Generative AI in optimizing digital supply chain performance, focusing on IoT integration, predictive analytics, and blockchain security. …”
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Evaluation of forage production performance and prediction of introduction adaptability for different Avena sativa germplasms in the southeast edge of the Qinghai-Tibet plateau by Ting Zhao, Ting Zhao, Huanhuan Lu, Huanhuan Lu, Fan Zhang, Fan Zhang, Yuying Zheng, Yuying Zheng, Liuban Tang, Liuban Tang, Changbing Zhang, Yongcai Ma, Rongjia Cai, Wengang Xie, Wengang Xie

“…The effective cultivation of high-yielding Avena sativa could help alleviate this constraint.MethodsThis study comprehensively evaluated the forage yield and related agronomic traits of 62 A. sativa germplasms. …”
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Evaluating AUC estimators across complex sampling designs: insights from COVID-19 patient data by Amaia Iparragirre, José María Quintana-López, Irantzu Barrio

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Prediction of Clavien Dindo Classification ≥ Grade III Complications After Epithelial Ovarian Cancer Surgery Using Machine Learning Methods by Aysun Alci, Fatih Ikiz, Necim Yalcin, Mustafa Gokkaya, Gulsum Ekin Sari, Isin Ureyen, Tayfun Toptas

“…The aim of this single-centre, retrospective study was to determine the best method for predicting Clavien–Dindo grade ≥ III complications using machine learning techniques. …”
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Comparative Analysis of Random Forest and Logistic Regression Methods in Predicting Leukemia Blood Cancer Using Microscopic Blood Cell Images by Jepri Banjarnahor, Galuh Wira Relungwangi

“…However, conventional diagnosis methods are often subjective, time-consuming, and expensive, posing challenges especially in resource-constrained areas. …”
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Non-destructive Weight Prediction Model of Spherical Fruits and Vegetables using U-Net Image Segmentation and Machine Learning Methods by Halil Kayra, Savaş Koç

“…In addition, the results were evaluated by comparing them to the studies of weight prediction. …”
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Bridging the gap: A comparative analysis of traditional and neural network regression methods for predicting university entrant performance in SUAST examination by Nikka A. Singh, Diether C. Montejo

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Investigation of statistical methods used in prognostic prediction models for obstetric care: A 10 year‐span cross‐sectional study by Jing Tan, Chunrong Liu, Min Yang, Yiquan Xiong, Shiyao Huang, Yana Qi, Meng Chen, Lehana Thabane, Xinghui Liu, Lin He, Xin Sun

“…Ten recommendations were offered to assist the statistical methods of prognostic prediction models in obstetric care.…”
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Comparative evaluation of various cytomorphological grading systems in breast carcinoma by P Arul, Suresh Masilamani

“…Various cytological grading systems have been proposed; however, none of them is presently considered the gold standard to predict the prognosis. Aim: This study was undertaken to evaluate various 3-tier cytological grading systems and to determine the best possible system corresponds to the histological grading proposed by Elston and Ellis based on the method by Nottingham modification of Scarff-Bloom-Richardson (SBR) method. …”
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Evaluation of prognostic models to improve prediction of metastasis in patients following potentially curative treatment for primary colorectal cancer: the PROSPECT trial by Vicky Goh, Susan Mallett, Manuel Rodriguez-Justo, Victor Boulter, Rob Glynne-Jones, Saif Khan, Sarah Lessels, Dominic Patel, Davide Prezzi, Stuart Taylor, Steve Halligan

“…In addition to an external evaluation of its predictive accuracy, an evaluation should be made of the clinical utility to clinicians of the model in an NHS setting, including within neoadjuvant chemotherapy trials. …”
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Filtering Techniques To Reduce Speckle Noise And Image Quality Enhancement Methods On Porous Silicon Images Layers by Tifouti Issam, Rahmouni Salah, Meriane Brahim

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Evaluation of the predictive ability of ultrasound-based assessment of breast cancer using BI-RADS natural language reporting against commercial transcriptome-based tests. by Neema Jamshidii, Jason Chang, Kyle Mock, Brian Nguyen, Christine Dauphine, Michael D Kuo

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Predictive Capability Evaluation of Micrograph-Driven Deep Learning for Ti6Al4V Alloy Tensile Strength Under Varied Preprocessing Strategies by Yuqi Xiong, Wei Duan

“…This paper systematically evaluates the capability of a CNN model using preprocessed micrographs to predict Ti6Al4V alloy ultimate tensile strength (UTS), while analyzing how different preprocessing combinations influence model performance. …”
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Evaluating the predictive value of frailty scores for critical care admission and hospital stay in elderly surgical patients: A comparison of the mFI-5 and CCI. by Marc Lincoln, Liadán Tobin-Schnittger, Marianne Foley, Dulmi Nawartha, Pádraig Ó Scanaill

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Monte Carlo Simulation of Pesticide Toxicity for Rainbow Trout (<i>Oncorhynchus mykiss</i>) Using New Criteria of Predictive Potential by Alla P. Toropova, Andrey A. Toropov, Emilio Benfenati

“…Modeling was repeated five times to enable better statistical evaluation. To improve the predictive potential of models, the index of ideality of correlation (IIC), correlation intensity index (CII), and coefficient of conformism of correlation prediction (CCCP) were applied. …”
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An easy iris center detection method for eye gaze tracking system by Mingxin Yu, Yingzi Lin, Xiaoying Tang, Jing Xu, David Schmidt, Xiangzhou Wang, Yikang Guo

“…The evaluated result of the method on our eye database shows the global average accuracy of 94.3%. …”
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Assessing and predicting the value of ecosystem services in Sanya City, Hainan Island, China by Peihong Song, Qiu Yang, Wenyin Wu, Tianyan Su, Yamin Jiang, Jingli Lu, Zhongyi Sun, Jie Zhang, Rui Yu, Peng Wang, Lan Wu, Huai Yang, Wenjie Liu

“…Land use/cover change (LUCC) plays an important role in evaluating regional ESV. In this study, the ESV of Sanya City in 2000, 2010, and 2020 was evaluated using the equivalent coefficient method. …”
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Evaluation of inflammation adjustment methods to assess iron deficiency using longitudinal data from norovirus human challenge trials. by Yi-An Ko, Parminder S Suchdev, Jiaxi Geng, Hanqi Luo, Melissa F Young, Anne M Williams

“…The BRC appeared to overcorrect ferritin in this study setting, while the CF yielded adjusted ferritin concentrations closer to the average baseline and endline concentrations and the predicted concentrations. Longitudinal studies with larger sample sizes exposed to other infectious agents are needed to further evaluate inflammation-adjustment methods and the need for including multiple inflammation biomarkers.…”
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Study on filter clogging and filtration performance evaluation of Ballast Water Management System (BWMS) using analytical and numerical methods by Gang Nam Lee, Tien Trung Duong, Sangho Park, Mansoo Kim, Kwang Hyo Jung

“…In this study, an analytical method based on Darcy’s law is devised to predict clogging occurrences and filter performance is evaluated via computational fluid dynamics (CFD) simulations. …”
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