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Development and validation of a machine learning model to predict the risk of lymph node metastasis in early-stage supraglottic laryngeal cancer
Published 2025-01-01“…We identified four variables associated with cervical LNM and developed six ML models based on these variables to predict LNM in early-stage SGLC patients.ResultsIn the two cohorts, 167 (47.44%) and 26 (33.33%) patients experienced LNM, respectively. …”
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Development and validation of a hyperlipidemia risk prediction model for middle-aged and older adult Chinese using 2015 CHARLS data
Published 2025-01-01“…Utilizing the LASSO regression and multivariate Logistic regression method, we analyzed the independent risk factors associated with hyperlipidemia among these subjects. …”
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Development and validation of a risk prediction model for PICC-related venous thrombosis in patients with cancer: a prospective cohort study
Published 2025-02-01“…Univariate and multivariate regression analyses were used to identify independently associated risk factors of PICC-RVT and develop a risk prediction model. 275 patients were finally included for data analysis, and 18 (6.5%) developed PICC-RVT. …”
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Analyzing the serum biochemical factors that influence early neurological deterioration in ischemic Stroke patients and developing a nomogram prediction model
Published 2025-01-01“…Background: To investigate the risk factors associated with early neurological deterioration (END) in ischemic stroke (IS) patients and develop a predictive nomogram model. …”
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RECOVERY OF JAPAN'S TRADE BALANCE SURPLUS AS THE ENGINE OF THE ECONOMY GROWTH
Published 2017-10-01Get full text
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