Predictive value of the stone-free rate after percutaneous nephrolithotomy based on multiple machine learning models by Zhao Rong Liu, Zhao Rong Liu, Zhan Jiang Yu, Jie Zhou, Jian Biao Huang

“…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 by Wenwen Ma, Weijing Meng, Jinfeng Yin, Jie Liang, Xizhen Wang, Jingang Liu, Fuyan Shi

“…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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Independent associations of social determinants of health with mortality and added predictive value beyond life’s essential 8 by Yuansong Zhuang, Xinlong Zhao, Siqi Tang, Yakun Zhao, Yanbo Liu, Yuxiong Chen, Yitao Han, Jinyan Lei, Zhongjie Fan

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Influencing Factors and Predictive Value of Postpartum Hemorrhage Following Cesarean Myomectomy: A Retrospective Cohort Study by Xinhui Wang, Dan Zhang, Qing Sun, Xiling Yi, Hengyu Cai

“…This study aimed to determine the risk factors for PPH following cesarean myomectomy and to evaluate their predictive value. …”
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Predictive value of lung ultrasound score in weaning from mechanical ventilation in neonatal respiratory distress syndrome by Mengwen Li, Maojun Li, Jie Feng, Feng Xiao, Qian Yang

“…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 by Qiao-Ying Zhao, Bing Zhao, Gang Wu

“…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 by Bike Bie, Dezhong Yang

“…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 by Mehdi Koushki, Nasrin Amiri-Dashatan, Maryam Khodadadi, Elahe Masnavi, Amir Hossein Doustimotlagh

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Predictive and prognostic value of inflammatory factors (IL-6, IL-8, and TNF-α) in saliva for radiotherapy response in patients with HPV-associated oropharyngeal squamous cell carc... by Li Tan, WenJuan Liu, QiChen Sun, Yan Shi

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Parameters of blood viscoelasticity testing as promising biomarkers for the prediction of the occurrence of diabetic peripheral neuropathy by Yong Zhuang, Xin Hu, Qingyan Cai, Huibin Huang

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The evaluation of Decision Plan Nets for bridging the gap between the ideal dwelling and the accepted dwelling by Roland Goetgeluk, Pieter Hooimeijer

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NF-κB as an Inflammatory Biomarker in Thin Endometrium: Predictive Value for Live Birth in Recurrent Implantation Failure by Zercan Kalı, Pervin Karlı, Fatma Tanılır, Pınar Kırıcı, Serhat Ege

“…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 Natriuretic Peptide Tests and Ischemia Modified Albumin Levels in the Diagnosis of Obstructive Sleep Apnoea Syndrome by Hamza Ogun, Eray Metin Güler, Beyza Nur Özkan, Muhammed Yunus Bektay, Abdullah Kansu, Ömer Faruk Çalım

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Predictive value of clinical syntax score for clinical outcomes on patients with acute coronary syndrome undergoing rotational atherectomy by Lu-Lu Ma, Qing Dai, Li-Ping Gong, Kun Wang, Li-Na Kang, Jie Song, Zhong-Hai Wei, Han Wu

“…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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The Predictive Value of Serum Total IgE for Antihistamine Treatment Outcomes in Chinese Patients with Chronic Spontaneous Urticaria by Yingyi Li, Rui Peng, Jingwen Xue, Yi Zhao

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Predictive value of systemic inflammatory indices for perinatal outcomes following cervical cerclage: a retrospective cohort study by Erkan Sağlam, Mustafa Raşit Özler, Bekir Sıddık Yılmaz

“…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 preclinical models for CAR-T cell therapy clinical trials: a systematic review and meta-analysis by Sebastian Kobold, Carsten Marr, David Andreu-Sanz, Lisa Gregor, Emanuele Carlini, Daniele Scarcella

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Predictive Value of Neutrophil-to-Lymphocyte Ratio for Cerebral Infarction in Obstructive Sleep Apnea: A Nomogram-Based Analysis by Hou Z, Chen C, Liu H, Wang Y, Li Z

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Predictive value of MMP-2, MMP-9, TIMP-1 in surgical treatment of localized renal cell cancer by A. I. Tarasenko, A. N. Rossolovskiy, O. L. Berezinets, D. A. Durnov, E. B. Popyhova, V. M. Popkov

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Exploring computerized tomography findings and ocular trauma score in open globe injuries: assessing imaging’s predictive value by Ezgi Karataş, Denizcan Özizmirliler, Ceren Durmaz Engin, Mustafa Barış, Ekrem Anıl Sarı, Ziya Ayhan

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