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Predictive value of the stone-free rate after percutaneous nephrolithotomy based on multiple machine learning models
Published 2025-08-01“…PurposeThis study aimed to develop three types of machine learning (ML) models based on gradient boosting decision tree (GBDT), random forest (RF), and extreme gradient boosting (XGBoost) to explore their predictive value for the stone-free rate after percutaneous nephrolithotomy (PCNL).Patients and methodsA retrospective analysis was conducted on 160 patients who underwent PCNL. …”
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Predictive value of models based on MRI radiomics and clinical indicators for lymphovascular space invasion in endometrial cancer
Published 2025-04-01“…This study aimed to investigate the predictive value of intratumoural and peritumoral magnetic resonance imaging (MRI) multiparametric radiomics combined with clinical indicators of LVSI in EC. …”
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Predictive value of lung ultrasound score in weaning from mechanical ventilation in neonatal respiratory distress syndrome
Published 2025-05-01“…Abstract Background To explore the predictive value of lung ultrasound score (LUS) in weaning from mechanical ventilation in neonatal respiratory distress syndrome (RDS). …”
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Predictive value of shear wave elastography and molecular subtypes for postoperative efficacy in patients with early breast cancer
Published 2025-12-01“…Objective To investigate the predictive value of shear wave elastography and molecular subtypes for the postoperative efficacy of neoadjuvant chemotherapy (NAC) in patients with breast cancer (BC).Methods A total of 57 patients with BC undergoing NAC were retrospectively recruited. …”
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Prediction value of heart rate combined with arteriosclerosis index for left coronary artery lesion in patients with ACS
Published 2025-08-01“…Abstract Objective This study aims to evaluate the predictive value of heart rate combined with arteriosclerosis index on the degree of left coronary artery(LCA) lesions in patients with acute coronary syndromes(ACS). …”
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The potential predictive value of miR-181 in women with preeclampsia: a systematic review and meta-analysis
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NF-κB as an Inflammatory Biomarker in Thin Endometrium: Predictive Value for Live Birth in Recurrent Implantation Failure
Published 2025-07-01“…ROC analysis and multivariable logistic regression were performed to assess the predictive value of NF-κB. <b>Results:</b> NF-κB expression was significantly elevated in Group 1 compared to Group 2 and controls (<i>p</i> = 0.0017). …”
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Predictive value of clinical syntax score for clinical outcomes on patients with acute coronary syndrome undergoing rotational atherectomy
Published 2025-07-01“…On the contrary, the CSS has predictive value for long-term major adverse cardiovascular events (MACE) in patients with acute coronary syndrome (ACS) following drug-eluting stent implantation. …”
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Predictive value of systemic inflammatory indices for perinatal outcomes following cervical cerclage: a retrospective cohort study
Published 2025-07-01“…For low 1st minute Apgar scores, SII (AUC: 0.636) and PLR (AUC: 0.626) showed predictive utility, while for 5th minute Apgar < 7, SII maintained the highest predictive value (AUC: 0.631).In the comparison across cerclage indication groups, SII and PLR values were also found to be significantly higher in the PE and USG groups compared to the history group (p < 0.05). …”
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Predictive value of MMP-2, MMP-9, TIMP-1 in surgical treatment of localized renal cell cancer
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Predictive value of MetS-IR for the glucose status conversion in prediabetes: a multi-center retrospective cohort study
Published 2025-07-01“…Additionally, the predictive value of MetS-IR for changes in glucose status was evaluated using receiver operating characteristic (ROC) curve analysis. …”
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Predictive value of asprosin combined with LAP for metabolic dysfunction associated steatotic liver disease in the physical examination population
Published 2025-07-01“…Abstract To combine two indicators, asprosin and lipid accumulation product (LAP), to assess their predictive value for metabolic dysfunction-associated steatotic liver disease (MASLD) and to provide a more convenient and accurate option for mass screening of the MASLD population. …”
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Predictive value and robustness of the stress hyperglycemia ratio combined with hypertension for stroke risk: evidence from the CHARLS cohort
Published 2025-08-01“…Conclusions Elevated SHR is independently associated with an increased risk of stroke, and its predictive value is enhanced when combined with hypertension. …”
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