A Novel Necroptosis-Associated lncRNA Signature Can Impact the Immune Status and Predict the Outcome of Breast Cancer by Xin Zhang, Xingda Zhang, Guozheng Li, Yi Hao, Lei Liu, Lei Zhang, Yihai Chen, Jiale Wu, Xinheng Wang, Shuai Yang, Shouping Xu

“…The receiver operating characteristic (ROC) curve proved the predictive accuracy of the signature and the area under the curve (AUC) values of the risk score reached 0.722. …”
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Feature Selection for Physical Activity Prediction Using Ecological Momentary Assessments to Personalize Intervention Timing: Longitudinal Observational Study by Devender Kumar, David Haag, Jens Blechert, Josef Niebauer, Jan David Smeddinck

“…ObjectiveThe aim of the study was to use machine learning to balance the feature set size of EMA questions with the prediction accuracy regarding of enacting PA. …”
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Prediction of correlation between preoperative parents’ anxiety and their child’s anxiety before elective surgery under anaesthesia: An observational study by Kamlesh Kumari, Sugandhi Nemani, Darshana Rathod, Ankur Sharma, Pradeep K. Bhatia, Shilpa Goyal

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Establishment and evaluation of a nomogram prediction model for risk of atrial fibrillation recurrence after the cox-maze IV procedure by Chuang Yu, Yanan Wei, Huajie Zheng, Sanjiu Yu, Yongbo Cheng, Chaojun Yan, Jun Li, Ping He, Wei Cheng

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Lateral Ventricular Volume Asymmetry and Optic Nerve Sheath Diameter Predict Intracranial Pressure in Traumatic Brain Injury Patients by Yang Wang, Ziming Yuan, Zuoyan Zhang, Jiawei Shang, Mingna Li, Wei Wang

“…Admission LVR of >1.735 was shown to have a sensitivity of 90.9% and a specificity of 88.9% for prediction of ICP increase (AUC=0.879; standard error=0.091; 95% CI=0.701 to 1.0; significance level p<0.004). …”
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Hierarchical quantitative prediction of photovoltaic power generation depreciation expense based on matrix task prioritization considering uncertainty risk by Yinming Liu, Wengang Wang, Xiangyue Meng, Yuchen Zhang, Zhuyu Chen

Subjects: “…Hierarchical quantitative prediction…”
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Predictive Value of Preoperative Dynamic Contrast-Enhanced MRI Imaging Features in Breast Cancer Patients with Postoperative Recurrence Time by Zhangqiang Wu, Shaoli Gao, Yefeng Yao, Li Yi, Jianjun Wang, Fei Liu

“…The prognosis of early recurrence of breast cancer is worse. DCE-MRI can predict the time of postoperative recurrence and provide important clinical references.…”
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Potential value of novel multiparametric MRI radiomics for preoperative prediction of microsatellite instability and Ki-67 expression in endometrial cancer by Zhichao Wang, Yan Hu, Jun Cai, Jinyuan Xie, Chao Li, Xiandong Wu, Jingjing Li, Haifeng Luo, Chuchu He

“…Abstract Exploring the potential of advanced artificial intelligence technology in predicting microsatellite instability (MSI) and Ki-67 expression of endometrial cancer (EC) is highly significant. …”
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Multiparameter body composition analysis on chest CT predicts clinical outcomes in resectable non-small cell lung cancer by Yilong Huang, Hanxue Cun, Zhanglin Mou, Zhonghang Yu, Chunmei Du, Lan Luo, Yuanming Jiang, Yancui Zhu, Zhenguang Zhang, Xin Chen, Bo He, Zaiyi Liu

“…Assessing muscle mass, quality, and adipose tissue helps predict overall survival in NSCLC. The quantity and distribution of body composition can contribute to unraveling the adiposity paradox. …”
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Spatiotemporal Pattern Networks of Heavy Rain among Automatic Weather Stations and Very-Short-Term Heavy-Rain Prediction by Yong-Hyuk Kim, Yourim Yoon

“…Moreover, a new algorithm applying the constructed heavy-rain pattern networks to very-short-term heavy-rain prediction was developed, and significant prediction results could be obtained.…”
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Impact of invasive infections on clinical outcomes in acute pancreatitis: early predictive factors and implications for prophylactic anti-infective therapy by Fabienne Bender, Theresa König, Matthias Hecker, Moritz Fritzenwanker, Jacqueline Braun, Joern Pons-Kühnemann, Matthias Wolff, Andreas Hecker, Martin Reichert

“…The presence of ascites and elevated white blood cell count at onset of acute pancreatitis are significant predictive factors indicating the risk of invasive infection with relevant bacterial load. …”
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Predictive value of enhanced CT and pathological indicators in lymph node metastasis in patients with gastric cancer based on GEE model by Ling Yang, Yingying Ding, Dafu Zhang, Guangjun Yang, Xingxiang Dong, Zhiping Zhang, Caixia Zhang, Wenjie Zhang, Youguo Dai, Zhenhui Li

“…Abstract Objectives A predictive model was developed based on enhanced computed tomography (CT), laboratory test results, and pathological indicators to achieve the convenient and effective prediction of single lymph node metastasis (LNM) in gastric cancer. …”
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Fibrinogen-albumin ratio predicts treatment response in phospholipase A2 receptor-associated membranous nephropathy with nephrotic syndrome by Suyan Duan, Si Chen, Chen Chen, Fang Lu, Ying Pan, Yifei Lu, Qing Li, Simeng Liu, Bo Zhang, Huijuan Mao, Changying Xing, Yanggang Yuan

“…The optimal cutoff value of FAR for predicting the remission outcome (CR + PR) was 0.233. …”
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Immune checkpoint inhibitors-related thyroid dysfunction: influencing factor analysis, prediction model development, and management strategy proposal by Xinya Li, Zaiwei Song, Yixuan Chen, Jingjing Wu, Dan Jiang, Zhen Zhang, Zeyuan Wang, Rongsheng Zhao

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Investigating the Structural Model of Predicting Sleep Disorders Through Symptoms of Rumination with the Mediating Role of Social Support in Dialysis Patients by Farhad Ghorbani, Amin Rafiepoor, Niloufar Tahmouresi, Reza, Hosseinpour

“…Introduction: This study aims to investigate the structural model that predicts sleep disorders based on symptoms of rumination, with social support serving as a mediating factor among dialysis patients.Method: The design of the current research employed a correlational structural equation modeling approach. …”
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Electric Vehicle Longitudinal Stability Control Based on a New Multimachine Nonlinear Model Predictive Direct Torque Control by M’hamed Sekour, Kada Hartani, Abdelkader Merah

“…In order to improve the driving performance and the stability of electric vehicles (EVs), a new multimachine robust control, which realizes the acceleration slip regulation (ASR) and antilock braking system (ABS) functions, based on nonlinear model predictive (NMP) direct torque control (DTC), is proposed for four permanent magnet synchronous in-wheel motors. …”
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Multistep Wind Speed Prediction Based on the Fractional-Order Longicorn Swarm Algorithm and the Two-Stage Modal Decomposition Strategy by Shuren Pu, Yuanchen Gao, Yifeng Sun, Chang Liu, Siyu He, Fengjiao Wu, Delan Zhu, Bin Wang

“…Simulation results show that compared with the original LSSVM model, the ESMD-FO-BSO-VMD-LSSVM model presented in this study exhibits an average 44.10% increase in the fitting degree of wind speed prediction over three steps, which verifies the superior performance of the model in short-term multistep wind speed prediction.…”
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Modeling and Numerical Prediction on Mechanical Behaviors of Hybrid Fiber Reinforced Polymer Bio Composites Using Fuzzy Logic Algorithm by Vinoth Viswanathan, Sathiyamurthy Subbarayan, Ananthi Narayanaswamy, Devi Panneerselvam, Prabhakaran Jayasankar

“…A Non-Linear Regression Modelling (NLRM) and Fuzzy logic model have been designed to predict and analyze the mechanical properties in unknown test conditions. …”
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Comparative analysis of deep learning and radiomic signatures for overall survival prediction in recurrent high-grade glioma treated with immunotherapy by Qi Wan, Clifford Lindsay, Chenxi Zhang, Jisoo Kim, Xin Chen, Jing Li, Raymond Y. Huang, David A. Reardon, Geoffrey S. Young, Lei Qin

“…Abstract Background Radiomic analysis of quantitative features extracted from segmented medical images can be used for predictive modeling of prognosis in brain tumor patients. …”
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Analysis and prediction of urban agglomeration ecological footprint based on improved three-dimensional ecological footprint and shared socioeconomic pathways by Ruirui Jiang, Liangjun Fei, Shouxuan Kang

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