Prediction models based on machine learning algorithms for COVID-19 severity risk by Hansong Zhang, Ying Wang, Yan Xie, Cuihan Wang, Yuqi Ma, Xin Jin

Subjects: “…Prediction models…”
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Shunt active power filter using model predictive control with stability guarantee by Jhon Pérez-Ramírez, Diego Montoya-Acevedo, Walter Gil-González, Oscar Danilo Montoya, Carlos Restrepo

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Prediction of Water Quality in Agricultural Watersheds Based on VMD-GA-LSTM Model by Yuxuan Luo, Xianglan Meng, Yutong Zhai, Dongqing Zhang, Kaiping Ma

“…The analysis of water quality data from the Baima River in China demonstrated that the VMD-GA-LSTM model significantly reduced prediction errors compared to other similar models. …”
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Risk Factor Analysis and Prediction Model Construction and Validation of Depression During Pregnancy by Huiling Qu, Yanna Zhou, Yi Yu

“…The ROC analysis demonstrated an area under the curve (AUC) of 0.806 for the joint prediction model, with a sensitivity of 66.4% and a specificity of 83.5%, suggesting a strong clinical diagnostic value. …”
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Data-Driven Neural Differential Equation Model and Stochastic Dynamics for Glioma Prediction by Mohammed Salman, Sanjay Kumar Mohanty

“…This study presents a unique low-grade glioma mathematical model and predicts the parameters of the model through real data using deep learning. …”
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A pedestrian group crossing intention prediction model integrating spatiotemporal features by Hai Zou, Yongqing Guo, Fulu Wei, Dong Guo, Qingyin Li, Jahongir Pirov

“…Against this backdrop, this paper proposes a pedestrian group crossing intention prediction model that integrates spatiotemporal features to enhance the accuracy of pedestrian behavior prediction in autonomous driving scenarios. …”
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Atmospheric dispersion model to predict the impact of gaseous pollutant in an industrial and mining cluster by D.S. Kumar, S.H. Bhushan, D.A. Kishore

“…The model performance has been evaluated by comparing the measured and predicted concentrations of SO2 and NO2. …”
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Development and Comparison of Machine Learning and Deep Learning Models for Speech Audiometry Prediction by Jae sung Shin, Jun Ma, Mao Makara, Nak-Jun Sung, Seong Jun Choi, Sung yeup Kim, Min Hong

“…These findings suggest that machine learning models, particularly gradient boosting and XGBoost, outperform deep learning models in SA prediction. …”
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Metro Station Passenger Volume Prediction Algorithm Based on Improved LSTNet Model by XU Ling, GUAN Jianbo, XU Xiwei, BAN Yong

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A review of finite control set model predictive control for linear machines by Wei Xu, Han Xiao, Yirong Tang, Jian Ge, Leilei Guo, Abdul Khalique Junejo

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Apply Ridge Regression Model to Predict the Lateral Velocity Difference of Tight Reservoirs by HAN Longfei, ZHANG Yongfei, WANG Miaomiao, LI Yu

“…In order to improve the accuracy of predicting the lateral wave time lag, a ridge regression model for predicting the lateral wave time lag is constructed. …”
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Research on water quality prediction of Jiangshan Port based on SCV-CBA model by Yiting Xu, Zhaoju Liu

“…In dissolved oxygen prediction, the model outperformed others with MSE of 0.08925, RMSE of 0.29875, MAE of 0.20300, and R2 of 0.97679. …”
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Interpretable machine learning models for survival prediction in prostate cancer bone metastases by Hua Zhang, Bingtian Dong, Jialin Han, Lewen Huang

“…However, existing clinical models lack precision. This study seeks to establish machine learning models to improve survival predictions for PCBM patients. …”
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Driver Takeover Performance Prediction Based on LSTM-BiLSTM-ATTENTION Model by Lijie Chen, Daofei Li, Tao Wang, Jun Chen, Quan Yuan

“…However, current takeover prediction models suffer from poor prediction accuracy and do not consider the time dependence of input features. …”
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Reddit comment analysis: sentiment prediction and topic modeling using VADER and BERTopic by Denilson de Oliveira Silva, Richard Matheus Avelino da Silva, Patrícia Virgínia de Santana Lima, Jéssica Cristina Pereira Batista, Sílvio Fernando Alves Xavier Júnior

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Rutting Prediction Model of Asphalt Mixture Based on the Triaxial Repeated Load Test by Jie Ji, Meng Chen, Zhi Suo, Jianming Wei, Jiani Wang, Lei Chen

“…This study establishes a more reasonable and effective rutting prediction model called the quadratic modified Burgers rheological model by considering dynamic loads. …”
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OncoImmune machine-learning model predicts immune response and prognosis in leiomyosarcoma by Jingrong Deng, Changfa Shu, Dong Wang, Richard Nimbona, Xingping Zhao, Dabao Xu

“…Using a machine learning approach, we developed a prognostic model based on OncoImmune hub DEGs, which offers a moderate accuracy in predicting risk levels among LMS patients. …”
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Retracted: Prediction Model of Music Popular Trend Based on NNS and DM Technology by Journal of Function Spaces

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“CVCACS” MODEL FOR PREDICTION OF CARDIOVASCULAR COMPLICATIONS IN HOSPITALIZED PATIENTS WITH ACUTE CORONARY SYNDROME by E. T. Manyukova, M. A. Shalenkova, Z. D. Mikhailova

“…In order to facilitate the prediction values of CVC during ACS hospital period we have proposed a “CVCACS” model that employed the parameters of patient’s age, IL-10 level in the saliva, IL-6, and hs-CRP amounts in blood. …”
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Advanced Trans-BiGRU-QA Fusion Model for Atmospheric Mercury Prediction by Dong-Her Shih, Feng-I. Chung, Ting-Wei Wu, Bo-Hao Wang, Ming-Hung Shih

“…This study proposes a novel advanced model—the Trans-BiGRU-QA hybrid—designed to predict the atmospheric mercury concentration accurately. …”
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