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Machine learning insights into early mortality risks for small cell lung cancer patients post-chemotherapy
Published 2025-01-01“…Model performance was evaluated using key metrics, including the Area Under the Receiver Operating Characteristic Curve (AUC), calibration plots, the Kolmogorov–Smirnov (KS) statistic, and Decision Curve Analysis (DCA).ResultsAnalysis of 12,500 eligible patients revealed 10 clinical features significantly impacting outcomes. …”
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1083
Landscape of Post-Marketing Requirements Under the Pediatric Research Equity Act for Antibiotics from 2009–2024
Published 2025-06-01“…<b>Background/Objectives:</b> We reviewed Post-Marketing Requirements (PMRs) under the Pediatric Research Equity Act (PREA) for antibiotics approved in adults from 2009 to 2024 to better understand factors associated with PMR study completion. …”
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1084
Machine learning and SHAP values explain the association between social determinants of health and post-stroke depression
Published 2025-08-01“…Abstract Objective To create and verify a machine learning model that integrates social determinants of health (SDoH) for assessing post-stroke depression (PSD) and examining the association between SDoH and disease outcomes. …”
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1085
Study on post-accident aerosol retention behavior in microchannels of steel containment in passive nuclear power plants
Published 2024-06-01“…In passive nuclear power plants, due to the external spray, most areas are covered by a water film and therefore constituted as wet regions during post-accident stage. When microchannels are in these wet regions, compared to dry regions, aerosol removal effectiveness is enhanced because of the extra removal mechanisms thermophoresis and coagulation.…”
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1086
World-systems Foundations of Supradisciplinary Synthesis: Program Outlines for Studying the Dynamics of Societies in the Post-Soviet Space
Published 2022-11-01“…The article describes the structure of the foundations of the supradisciplinary synthesis based on the ideas of I. Wallerstein. An analysis of the concept of Eurasianism (which, in the author's opinion, is the most influential interdisciplinary direction in modern domestic social science that studies processes in the post-Soviet space) was carried out with the aim of subsequent synthesis with the world-systems approach.Methodology and sources. …”
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1087
Retrospective clinical and radiographic evaluation of restored endodontically treated teeth
Published 2020-11-01“…ObjectivesThe aim of this study was to perform a clinical and radiographic analysis of endodontically treated teeth (ETT) restored with cast metal posts (CMPs) or prefabricated glass fiber posts (GFPs) and crowns.Materials and MethodsFifty ETT were restored with 25 CMPs and 25 GFPs at a private dental clinic between 2001 and 2016. …”
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1088
Association Between Four Non-Insulin-Based Insulin Resistance Indices and the Risk of Post-Stroke Depression
Published 2025-01-01“…The PSD group exhibited significantly higher levels of the four IR indices compared to the non-PSD group. Logistic regression analysis demonstrated that these indicators were independently associated with PSD occurrence, both before and after adjusting for potential confounders (all P < 0.001). …”
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1089
Functional near⁃infrared spectroscopy of brain network functional connectivity in patients with post⁃stroke cognitive impairment
Published 2025-06-01“…The results of homologous ROI analysis suggested that the FC intensity of L - M1 in LHS group and R - DLPFC in RHS group were lower compared to the healthy control group significantly(P<0.05). …”
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Evaluation of the Atherogenic Index of Plasma in the Prognostic Value of Ischemic Heart Failure Post-Percutaneous Coronary Intervention
Published 2025-06-01“…Multivariate Cox regression analysis reinforced that AIP independently predicted primary and secondary outcomes. …”
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1092
AGROTECHNOLOGICAL AND ECONOMIC IMPORTANCE OF THE HEAT SUPPLY FORECASTING FOR THE POST-HARVEST PERIOD IN THE DRY STEPPE ZONE OF UKRAINE
Published 2024-01-01“…Dynamic analysis of agrometeorological indices was performed by comparing the average long-term values. …”
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1093
Mechanical Characteristics of Teeth Restored with Innovative Functionally Graded Posts Made of Titanium-Hydroxyapatite-Bioactive Glass
Published 2025-05-01“… Objectives: Novel functionally graded dental posts were fabricated, and their mechanical properties were evaluated and then compared with three different commercially dental posts. …”
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1094
Synergistic effect of biochar and post-thermophilic stage application of supplemental Tithonia diversifolia on compost nutrient dynamics
Published 2025-04-01“…Supplemental addition of Tithonia diversifolia in the post-thermophilic stage significantly increased nitrogen levels (1.59% in BT and 1.32% in LT compared to 1.34% and 1.24% in B and L, respectively). …”
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1095
Effect of Different Gamma Dose and Chemical Etching on Pre- and Post-Alpha-Irradiated PM-355 Polymer
Published 2021-01-01“…This work is based on the effect of different gamma doses with pre- and post-alpha-irradiated PM-355 polymer (polycarbonate of allyl diglycol). …”
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1096
Machine learning-based prediction of post-induction hypotension: identifying risk factors and enhancing anesthesia management
Published 2025-02-01“…Logistic regression, random forest, XGBoost, and neural network models were compared. Model performance was evaluated using the area under the receiver operating characteristic curve (AUROC), calibration curves, and decision curve analysis (DCA). …”
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1097
The Role of Adverse Childhood Experiences and Protective Factors in the Co-Occurrence of Somatization and Post-Traumatic Stress Symptoms
Published 2025-03-01“…The results of the multiple logistic regression analysis indicated a positive association between ACEs and the co-occurrence of somatization and PTSSs compared to no symptoms (OR = 2.28, <i>p</i> < 0.001). …”
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1098
Endurance training promotes chromatin closure and timely repression of the post-exercise immediate early stress response
Published 2025-09-01“…Methods: A multi-omics analysis was performed: ATAC-sequencing was used to map chromatin accessibility in myonuclei isolated from endurance-trained and untrained mice at multiple time points (0 h, 6 h, and 72 h) post-exercise. …”
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1099
Multi-index remote sensing for post-fire damage assessment: accuracy, carbon loss, and conservation implications
Published 2025-06-01“…The methodology demonstrates significant advantages for protected area management where recreational activities intersect with conservation priorities. The NBR analysis identified 68.89 hectares of burned area with 97.1% accuracy compared to official reports, establishing the method’s reliability for rapid damage assessment. …”
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The effects and post-exercise energy metabolism characteristics of different high-intensity interval training in obese adults
Published 2025-04-01“…Body composition and muscular strength were assessed before and after 8 weeks. Repeated measures analysis of variance and clinical effect analysis using Cohen’s effect size were used, with a significance level of p < 0.05. …”
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