The correlation between inflammatory markers and postoperative pulmonary infection in patients with aneurysmal subarachnoid hemorrhage and the construction of prediction model by Hongxiang Chen, Fangyu Yang, Yulong Zhao, Jiaming Liu, Yichun Tang, Shunyao Du, Zezheng Fan, Hongge Fan, Penglin Ren, Xu Gao

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A machine learning model for predicting obesity risk in patients with diabetes mellitus: analysis of NHANES 2007–2018 by Wenqiang Wang, Ruiqing Mo, Xingyu Chen, Sijie Yang

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Machine learning-driven prediction model for cuproptosis-related genes in spinal cord injury: construction and experimental validation by Yimin Zhou, Xin Li, Zixiu Wang, Liqi Ng, Rong He, Chaozong Liu, Gang Liu, Xiao Fan, Xiaohong Mu, Yu Zhou, Yu Zhou

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Ultra-Short-Term Wind Power Forecasting Based on DT-DSCTransformer Model by Yanlong Gao, Feng Xing, Lipeng Kang, Mingming Zhang, Caiyan Qin

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Development and validation of an explainable machine learning model for predicting osteoporosis in patients with type 2 diabetes mellitus by Qipeng Wei, Zihao Liu, Xiaofeng Chen, Hao Li, Weijun Guo, Qingyan Huang, Jinxiang Zhan, Shiji Chen, Dongling Cai, Dongling Cai

“…Eight supervised ML algorithms were applied to construct predictive models. Model performance was evaluated based on the area under the receiver operating characteristic curve (AUC), calibration plots, decision curve analysis (DCA), accuracy, sensitivity, specificity, and F1 score. …”
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Research on the Prediction Model and Formation Law of Drying Cracks of Paddy Based on Multi-Physical Field Coupling by Hongchao Wang, Ziyu Wang, Gang Che, Lin Wan, Zhengfa Chen

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Design of an Efficient Model for Psychological Disease Analysis and Prediction Using Machine Learning and Genomic Data Samples by Alparthi Kumuda, Saroj Kumar Panigrahy

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Prognostic aspects of modeling hemogram parameters dynamics at iron-deficient erythropoiesis correction by I. B. Baranovskaya, S. A. Onishchuk

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EnsembleNPPred: A Robust Approach to Neuropeptide Prediction and Recognition Using Ensemble Machine Learning and Deep Learning Methods by Supatcha Lertampaiporn, Warin Wattanapornprom, Chinae Thammarongtham, Apiradee Hongsthong

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Role of telomere maintenance genes as a predictive biomarker for colorectal cancer immunotherapy response and prognosis by Zhikai Wang, Chunyan Zhao, Yifen Huang, Chong Li

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A predictive nomogram for incomplete clinical success after unilateral adrenalectomy in patients with primary aldosteronism by Pin Wang, Limei Liu, Sen Lu, Xianjun Zhu, Rui Zhu, Yan Yang, Guangpeng Zhou, Xu Cao

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Machine Learning-Based Model for Emergency Department Disposition at a Public Hospital by Savaş Sezik, Mustafa Özgür Cingiz, Esma İbiş

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Development of a Nomogram Model to Predict the Risk of Pneumothorax after CT-guided Coaxial Core Needle Lung Biopsy: A Cross-sectional Study by Mahitha J Alapati, C Nellaiappan, S Kalpana, SK Gopibagya

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Application of Machine Learning Models in Optimizing Wastewater Treatment Processes: A Review by Florin-Stefan Zamfir, Madalina Carbureanu, Sanda Florentina Mihalache

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Exploring predictors of insomnia severity in shift workers using machine learning model by Hyewon Yeo, Hyeyeon Jang, Nambeom Kim, Sehyun Jeon, Yunjee Hwang, Chang-Ki Kang, Seog Ju Kim, Seog Ju Kim

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Improving Predictions of High‐Latitude Coronal Mass Ejections Throughout the Heliosphere by C. Scolini, E. Chané, J. Pomoell, L. Rodriguez, S. Poedts

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Partial proportional odds model for predicting multiple lower extremity amputation among T2DM patients by Sabiha Khan, Karuna Reddy, Momtaz Ahmed, Donald Wilson, Bibhya Sharma

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Integration of mitochondrial gene expression and immune landscape in acute kidney injury prediction by Xiaoping Xia, Renyang Liu, Xiaohui Jiang

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Models for analyzing and forecasting share prices on the stock exchange by Р. Пізнак, Т. Ліхоузова

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Prediction model of in-hospital mortality risk in intensive care unit patients with cardiac arrest: a multicenter retrospective cohort study based on an ensemble model by Li Liu, Wei-Wei Lai, Bo-Wen Li, Shu-Hang Wang, Mu-Ming Yu, Yan-Cun Liu, Yan-Fen Chai

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