Development of a predictive model for systemic lupus erythematosus incidence risk based on environmental exposure factors by Qianjin Lu, Ying Zhang, Cheng Zhao, Yu Lei, Hui Jin, Qilin Li

“…Using three-feature selection methods, we constructed four predictive models with multivariate logistic regression. …”
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A supervised variational autoencoder framework for dimensionality reduction and predictive modeling in high-dimensional socioeconomic data by Pei Xue, Tianshun Li

“…Empirical analyses using comprehensive cross-country data from the World Bank (196 countries, 1997–2023) demonstrate the SVAE framework’s superior predictive accuracy, interpretability, and robustness in forecasting GDP growth, highlighting its potential for policy evaluation and macroeconomic forecasting.…”
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Comprehensive evaluation of phosphoproteomic-based kinase activity inference by Sophia Müller-Dott, Eric J. Jaehnig, Khoi Pham Munchic, Wen Jiang, Tomer M. Yaron-Barir, Sara R. Savage, Martin Garrido-Rodriguez, Jared L. Johnson, Alessandro Lussana, Evangelia Petsalaki, Jonathan T. Lei, Aurelien Dugourd, Karsten Krug, Lewis C. Cantley, D. R. Mani, Bing Zhang, Julio Saez-Rodriguez

“…Moreover, inferred activities vary across methods, necessitating evaluation for accurate interpretation. …”
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Rapid and Simultaneous Prediction of Eight Diesel Quality Parameters through ATR-FTIR Analysis by Maurilio Gustavo Nespeca, Rafael Rodrigues Hatanaka, Danilo Luiz Flumignan, José Eduardo de Oliveira

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Fetal Hemoglobin as a Predictive Biomarker for Retinopathy of Prematurity: A Prospective Multicenter Cohort Study in Portugal by Mariza Fevereiro-Martins, Laura Aguiar, Ângela Inácio, Carlos Cardoso, Ana Carolina Santos, Carlos Marques-Neves, Hercília Guimarães, Rui Pinto, Manuel Bicho

“…We aimed to investigate the relationship between RBC transfusions, HbF percentage, and ROP, evaluating HbF as a potential predictive biomarker. …”
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Predictive Value of Hyperintense Acute Reperfusion Marker in Transient Ischemic Attacks: Stroke Recurrence and TOAST Classification by Sang-Hoon Han, Kyu-Sun Yum

“…The Hyperintense Acute Reperfusion Marker (HARM), which is linked to blood–brain barrier disruption, may serve as a novel imaging biomarker for TIA. Methods: A retrospective cohort study of 715 patients with TIA evaluated the predictive value of HARM for stroke recurrence and its association with TOAST subtype. …”
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Frontal Plane QRS – T Angle Is a Predictor of Ventricular Arrhythmia in Heart Failure With Preserved Ejection Fraction by Çağrı Zorlu, Barış Açıkel, Sefa Erdi Ömür

“…Methods Electrocardiographic, echocardiographic, and laboratory data of 811 patients were evaluated, and the fQRST angle was calculated on ECG. …”
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Determination of Sensitivity and Positive Predictive Value for Handheld Doppler in the Assessment of Thoracodorsal Artery Perforators and Literature Review by Joshua D. Choji, Christopher Y. Karago, Anthony E. Gabkwet, Simon J. Yiltok

“…Materials and Methods This was a cross-sectional study. The Plastic Surgeon assessed for perforators using HHD on both lateral thoracic areas for each patient, with a re-evaluation of the same locations by a Consultant Radiologist using the CDU. …”
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Preoperative Neutrophil-to-Lymphocyte Ratio as a Predictive and Prognostic Factor for High-Grade Serous Ovarian Cancer. by Zheng Feng, Hao Wen, Rui Bi, Xingzhu Ju, Xiaojun Chen, Wentao Yang, Xiaohua Wu

“…Progression-free survival (PFS) and overall survival (OS) were analyzed with the Kaplan-Meier method and log-rank tests for univariate analyses. …”
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Prognostic and Predictive Value of Pan-Immune Inflammation Value in Rectal Cancer Patients Treated With Neoadjuvant Therapy by Aybala Nur Ucgul MD, Ismail Kaan Sert MD, Huseyin Bora MD

“…Introduction Predicting prognosis before treatment in rectal cancer patients undergoing neoadjuvant therapy is essential for effective treatment strategy selection. …”
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Predictive Value of the Early Spontaneous Movements for Preterm Infants’ Neurodevelopmental Outcome at 12 Months’ Corrected Age by Ayse Yildiz, Ramazan Yildiz, Umut Apaydin, Pelin Atalan Efkere, Rabia Zorlular, Bulent Elbasan

“…Methods Forty preterm children were examined. Early spontaneous movements were evaluated using the General Movement Assessment (GMA), which detects the MOS‐R. …”
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Analysis of clinical characteristics and predictive model for effective treatment of tinnitus in patients with transient compound sound therapy by Hao Yuan, Peng-Wei Ma, Jia-Wei Chen, Wei-Long Wang, Wei Gao, Pei-Heng Lu, Xue-Rui Ding, Yu-Qiang Lun, Zi Wang, Lian-Jun Lu

“…PurposeThis study explored the clinical characteristics of patients with tinnitus who responded to sound therapy and established a predictive model to evaluate the effectiveness of this therapy according to the clinical characteristics.MethodsA retrospective analysis was performed on 991 subjective tinnitus patients who received compound sound therapy in the Department of Otolaryngology of the local hospital from November 2019 to January 2022.ResultsWe found that tinnitus patients with different therapeutic effects had significant differences in the tinnitus side (p = 0.007), tone loudness distortion feedback test (FBT) (p = 0.000), residual inhibition test (RIT) (p = 0.000), tinnitus frequency (p = 0.012) and sensation level (p = 0.023). …”
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Assessing the Predictive Validity of Risk Assessment Tools in Child Health and Well-Being: A Meta-Analysis by Ning Zhu, Xiaoqing Pan, Fang Zhao

“…Risk assessment tools are widely used to support early identification and intervention, yet their predictive accuracy remains contested. This study aims to systematically evaluate the predictive validity of internationally used child risk assessment tools and examine whether the tools’ characteristics influence their effectiveness. …”
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Predictive role of preoperative sarcopenia for long-term survival in rectal cancer patients: A meta-analysis. by Qiutong Su, Jia Shen

“…<h4>Purpose</h4>To identify the predictive role of sarcopenia in long-term survival among rectal cancer patients who underwent surgery based on available evidence.…”
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A Novel Multi-Objective Fuzzy Deep Learning Framework for Predictive Maintenance in Industrial Internet of Things by Jiangang Feng, Jicheng Kan

“…However, traditional PdM methods often struggle with handling complex high-dimensional data and managing uncertainty, leading to limitations in predictive accuracy and adaptability. …”
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Predictive value of nucleated red blood cells in early life for neurological prognosis in asphyxiated preterm infants by JI Jinglu, LI Chaoying

“…It was found that there was a negative correlation between NRBC and the DQ evaluation results at each corrected age (P＜0.05). …”
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Predictive analysis of root canal morphology in relation to root canal treatment failures: a retrospective study by Mohmed Isaqali Karobari, Vishnu Priya Veeraraghavan, P. J. Nagarathna, Sudhir Rama Varma, Jayaraj Kodangattil Narayanan, Santosh R. Patil

“…Understanding the association between root canal morphology and RCT outcomes can help predict treatment success. This study aimed to analyze the predictive role of root canal morphology in RCT failure.MethodsThis retrospective study included 224 patients who underwent RCT. …”
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Predictive model for meningitis after pituitary tumor resection by endoscopic nasal trans-sphenoidal sinus approach by Peiyun Zhou, Jianan Shi, Zongke Long, Bingyan Zhang, Wenran Qu, Huimin Wei, Simeng Zhang, Xiaorong Luan

“…The model's predictive efficacy was evaluated using the collected data. …”
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Application of ANN in the Performance Evaluation of Composite Recycled Mortar by Shichao Zhao, Yaohua Liu, Geng Xu, Hao Zhang, Feng Liu, Binglei Wang

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The expression and prognostic predictive value of PD-L2 in patients undergoing radical gastric cancer surgery by Xiuping Zhang, Maodong Fu, Zhiyong Li, Feng Shen, Huan Chen, Zhiming Wang, Jingmei Zheng

“…Background The expression and prognostic predictive value of programmed death-ligand 2 (PD-L2) in patients undergoing radical gastric cancer (GC) surgery remains unclear.Methods PD-L2 expression in tumor cells (TC) and tumor-infiltrating immune cells (TIIC) was evaluated by immunohistochemistry. …”
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