Value of CT Features in the Diagnosis of Papillary Thyroid Tumors in Incidental Thyroid Nodules by Fengyan Zhang, Ying Qiao, Hui Zhang

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Military Training Aircraft Structural Health Monitoring Leveraging an Innovative Biologically Inspired Feedback Mechanism for Neural Networks by Tarek Berghout

“…Traditional methods, such as modal analysis, often struggle to handle the multivariate complexity of operational conditions and data variability. …”
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Predictors of Complete Oral Intake in Patients With Stroke After Tracheostomy by Keita Tsuzuki, Naoki Mori, Yuki Hayami, Osamu Oshima, Hidekazu Sugawara, Tetsuya Tsuji

“…Statistical analysis involved univariate logistic regression to identify potential predictors and multivariate logistic regression to refine the model while accounting for multicollinearity. …”
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Risk Factors and Predictive Model for Ischemic Complications in Endovascular Treatment of Intracranial Aneurysms: Insights From a Large Patient Cohort by Jianwen Jia, Zeping Jin, Mirzat Turhon, Yixin Lin, Xinjian Yang, Yang Wang, Yunpeng Liu

“…The predictive model, derived from the multivariate regression analysis results, demonstrated robust reliability. …”
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Coronary Slow Flow Is Associated with Anxiety and Depression but Not Adverse Childhood Experiences and Alexithymia by Hayriye Mihrimah Ozturk, Ibrahim Halil Inanc, Mehmet Cilingiroglu, Yasar Turan, Huseyin Kandemir, Selcuk Ozturk

“…Multivariate regression analysis performed in separate models demonstrated that total HADS score (OR: 1.27; 95 CI%: 1.08–1.50; <i>p</i> = 0.003); HADS-A score (OR: 1.25; 95 CI%: 1.03–1.51; <i>p</i> = 0.019); and HADS-D score (OR: 1.36; 95 CI%: 1.06–1.74; <i>p</i> = 0.014) were independently associated with CSF in multivariate logistic regression analysis. …”
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Enhancing survival predictions in lung cancer with cystic airspaces: a multimodal approach combining clinical and radiomic features by Liang Yin, Jing Wang, Pingyou Fu, Lu Xing, Yuan Liu, Zongchang Li, Jie Gan

“…Significant differences were found between survivors and non-survivors in age, smoking status, chronic obstructive pulmonary disease, and tumor volume (P &lt; 0.05). Multivariate Cox analysis identified smoking and chronic obstructive pulmonary disease as independent risk factors (P = 0.028 and P = 0.013). …”
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Dosiomic predictors of biochemical failure in patients with localized prostate cancer treated with Iodine-125 low-dose-rate brachytherapy by Masahiro Nakano, Shizuo Kaji, Shogo Kawakami, Hideyasu Tsumura, Toshikazu Imae, Yuichi Tanaka, Kyohei Fujii, Takuro Kainuma, Ryosuke Yamazaki, Ayaka Uchida, Hijiri Kaneko, Mako Fujino, Chizu Hata, Yu Murakami, Masatoshi Hashimoto, Hiromichi Ishiyama

“…Two analyses were performed: Analysis A performed a multivariate logistic regression analysis using data from the validation cohort to identify significant features. …”
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A clinical-radiomics nomogram based on automated segmentation of chest CT to discriminate PRISm and COPD patients by TaoHu Zhou, Yu Guan, XiaoQing Lin, XiuXiu Zhou, Liang Mao, YanQing Ma, Bing Fan, Jie Li, WenTing Tu, ShiYuan Liu, Li Fan

“…Radiomics has emerged as an image analysis technique. This study aims to develop and confirm the new radiomics-based noninvasive approach to discriminate these two groups. …”
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The predictive value of PIV, PLR, LMR, NPR, and NLR for the prognosis of transarterial chemoembolization in patients with hepatocellular carcinoma combined with liver cirrhosis by Yanan Wei, Dongting Mao, Tiantian Liu, Wanyan Wu, Ziwei Yang, Xiuli Liu

“…We evaluated preoperative inflammatory markers, biochemical and imaging data, and utilized univariate and multivariate logistic regression analyses to determine predictive factors for prognosis. …”
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18F-fluorodeoxyglucose positron emission tomography/computed tomography in predicting overall survival of oral cavity squamous cell carcinoma: Ongoing controversy by Stephen Scott, J Byrd, Ramon Figueroa, Hadyn Williams, Jie Chen, Jaeeun Lee, Darko Pucar

“…The median follow-up time was 18 months (range 0.1–76 months). Univariate and multivariate analysis were used to determine the ability of imaging, pathologic, and demographic factors to predict OS. 18F-FDG PET/CT parameters were standardized uptake value (SUV) maximum and mean, metabolic tumor volume, and total lesional glycolysis (TLG) of primary tumor and regional nodes. …”
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Profile and Factors Associated with Mortality in Mediastinal Mass During Hospitalization at Cipto Mangunkusumo Hospital, Jakarta by Gurmeet Singh, Zulkifli Amin, Wuryantoro Wuryantoro, Valy Wulani, Hamzah Shatri

“…Logistic regression multivariate analysis found sepsis (p=0.000), superior vena cava syndrome (p = 0.000), and massive pleural effusion (p=0.047), were significant factors associated with mortality during hospitalization. …”
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The Diagnostic Performance of AFP, AFP-L3, DCP, CA199, and Their Combination for Primary Liver Cancer by Liu Y, Jiang W, Li X, Zhao H, Wang S

“…Diagnostic values of individual and combined biomarkers for PLC were assessed using receiver operating characteristic (ROC) curve analysis. Univariate and multivariate logistic regression identified predictors of PLC, and a nomogram model was developed based on the independent predictors.Results: AFP and DCP levels were significantly higher in the HCC patients compared to those with the BLD. …”
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Relationship between Health-Related Quality of Life and Sagittal Whole-Body Alignment, Standing Balance, and Skeletal Muscle Mass by Shun Hatsushikano, Kazuhiro Hasegawa, Kei Watanabe, Ryuta Sasamoto

“…Based on univariate analysis and multicollinearity, 10 selected parameters were used in multivariate logistic regression analysis to identify factors affecting SRS-22r. …”
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Predictive value of serum initial brain natriuretic peptide and troponin on functional prognosis in noncardiogenic patients with anterior and posterior circulation cerebral infarct... by Wan-Ting Lu, Wen-Ting Du, De-Sheng Lu, Jie You, Hong-yan Li

“…The general state of health and results of laboratory examinations and other auxiliary examinations of all patients were recorded. Single-factor analysis and multivariate logistic regression analysis were used to assess the relationship between serum levels of BNP, troponin, and functional outcome. …”
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Profile and Factors Associated with Mortality in Mediastinal Mass During Hospitalization at Cipto Mangunkusumo Hospital, Jakarta by Gurmeet Singh, Zulkifli Amin, Wuryantoro Wuryantoro, Valy Wulani, Hamzah Shatri

“…Logistic regression multivariate analysis found sepsis (p=0.000), superior vena cava syndrome (p = 0.000), and massive pleural effusion (p=0.047), were significant factors associated with mortality during hospitalization. …”
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Quadrant asymmetry alteration of deep retinal capillary plexus degeneration in pathological myopia by Yilei Shao, Meixiao Shen, Fan Lu, Jie Ye

“…Comparing the intra-quadrant effect on the occurrence of pathological myopia with the analysis of binary multivariate logistic regression, the decreased DRCP density in the macular inferior subfield showed a high risk (Odds Ratio = 0.435, P = 0.030). …”
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Optimal PSA density threshold for prostate biopsy in benign prostatic obstruction patients with elevated PSA levels but negative MRI findings by Yiji Peng, Chengcheng Wei, Ying Li, Fuhan Zhao, Yuan Liu, Tao Jiang, Zhipeng Chen, Jun Zheng, Jiong Fu, Peng Wang, Wenhao Shen

“…Clinical data, including age, prostate specific antigen (PSA) level, F/T PSA ratio, prostate volume, and PSA density (PSAD), were used for comprehensive analysis. Univariate and multivariate logistic regression analyses were performed to develop a predictive model. …”
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Predicting grade II-IV bone marrow suppression in patients with cervical cancer based on radiomics and dosiomics by Yanchun Tang, Yanchun Tang, Yaru Pang, Jingyi Tang, Jingyi Tang, Xinchen Sun, Xinchen Sun, Peipei Wang, Jinkai Li

“…Clinical predictors were identified through both univariate and multivariate logistic regression analysis. Predictive models were constructed by intergrating clinical predictors with DVH parameters, combining DVH parameters and R-score with clinical predictors, and amalgamating clinical predictors with both D-score and R-score. …”
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Preoperative prediction of HER2 expression and sentinel lymph node status in breast cancer using a mammography radiomics model by Ziqian Zhao, Hongyi Yuan, Xinyu Song, Wen Liu, Yanyan Chen, Xiaoli Wang, Chao Dong, Binlin Ma

“…The patients were randomly divided into a training set (n=586) and a test set (n=252) in a 7:3 ratio. Multivariate logistic regression analysis identified independent clinical predictors. …”
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A clinical study of coronary computed tomographic angiography in the diagnostic performance, risk assessment and guidance of treatment for coronary heart disease by Haijun Li, Yanan Xie, Shujun Wang, Daiwei Wang

“…Multivariate logistic regression analysis identified plaque burden, coronary diameter stenosis, and hypertension serve as independent predictors for adverse cardiovascular events following PCI in CHD patients.Conclusion CCTA is a valuable noninvasive modality for the diagnosis of CHD, risk assessment, and optimization of treatment strategies, particularly in predicting adverse outcomes following PCI.…”
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