Predictive survival modelings for HIV-related cryptococcosis: comparing machine learning approaches by Xuemin Fu, Luling Wu, Luling Wu, Jingna Xun, Benno Pütz, Zhihang Zheng, Yanpeng Li, Yanpeng Li, Yinzhong Shen, Hongzhou Lu, Jun Chen, Bertram Müller-Myhsok

“…To further support clinical decision-making, we developed an elastic net regularized Cox regression model, achieving superior predictive accuracy with a mean C-index of 0.78 for 36-month outcomes and a mean Brier score of 0.13, outperforming both random survival forest and traditional Cox models. …”
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Post–Liver Transplant Outcomes: A Comparative Study of 6 Predictive Models by Christof Kaltenmeier, MD, Eishan Ashwat, BA, Hao Liu, MD, PhD, Charbel Elias, MD, Amaan Rahman, BA, Jason Mail-Anthony, BA, Isabel Neckermann, BA, Stalin Dharmayan, MD, Andrew Crane, MD, Godwin Packiaraj, MD, Subhashini Ayloo, MD, MPH, Armando Ganoza, MD, MBA, Vikraman Gunabushanam, MD, Michele Molinari, MD, MHS

“…Conclusions. None of the predictive models demonstrated sufficient precision to reliably identify LT recipients who died within 90 d and 1 y after LT. …”
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Computationally efficient data‐driven model predictive control for modular multilevel converters by Muneeb Masood Raja, Haoran Wang, Muhammad Haseeb Arshad, Gregory J. Kish, Qing Zhao

“…Abstract The application of model predictive control (MPC) for the control of modular multilevel converters (MMCs) is widely explored because it offers flexibility in integrating multiobjective control and delivers superior dynamic response. …”
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An Improved Model Predictive Voltage Control for PMSM Drives without Motor Parameters by Xiaoguang Zhang, Ruifang Chen

Subjects: “…motor parameter-independent (mpi) prediction model…”
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Predictive Ability of an Objective and Time-Saving Blastocyst Scoring Model on Live Birth by Bing-Xin Ma, Feng Zhou, Guang-Nian Zhao, Lei Jin, Bo Huang

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Predictive Model of Cesarean Hysterectomy Accompanying Cesarean Section in Patients with Placenta Previa by Myeong Gyun Choi, Jong Woon Kim, Yoon Ha Kim

“…Background: The purpose of this study was to develop a model to predict cesarean hysterectomy accompanying cesarean section in patients with placenta previa. …”
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Enhancing Strategic Partnerships in Higher Education: Developing and Implementing a Predictive Model by Georgios Eftychiou

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Virtual Synchronous Generator Based on Hybrid Multi-Vector Model Predictive Control by Yinyu Yan, Zhiyuan Fan, Yichao Sun, Wei Wang, Dongmei Yang, Zheng Wei

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Application of real‐time nonlinear model predictive control for wave energy conversion by Ali S. Haider, Ted K.A. Brekken, Alan McCall

“…Abstract This article presents an approach to implement a Nonlinear Model Predictive Controller (NMPC) in real‐time with a non‐standard cost index. …”
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Evaluation of predictive accuracy of gene expression in pigs using machine learning models by Tianle ZHOU, Jinyan TENG, Zhiting XU, Zhe ZHANG

“…Subsequently, we evaluated the prediction accuracy of each model.ResultThere was a positive correlation between the prediction accuracy of machine learning models and the cis-h2 of genes. …”
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Predictive modeling of air quality in the Tehran megacity via deep learning techniques by Abdullah Kaviani Rad, Mohammad Javad Nematollahi, Abbas Pak, Mohammadreza Mahmoudi

Subjects: “…Environmental modeling…”
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Factors Associated with and Predictive Model for Resilience in Family Caregivers of Care-Dependent Adults by Belen Gutierrez-Baena, Ester Gilart, Carmen Romero-Grimaldi

“…<b>Aim:</b> The aim of this study was to explore the factors associated with caregiver resilience and establish a predictive model, including the relationship between preparedness, burden, resilience, and anxiety. …”
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Precision diagnosis of burn injuries using imaging and predictive modeling for clinical applications by Pramod K. B. Rangaiah, B P Pradeep kumar, Fredrik Huss, Robin Augustine

“…This paper proposes a methodology that combines the use of advanced medical imaging with predictive modeling for the improvement of burn injury assessment. …”
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Continuous Nonlinear Model Predictive Current Control of PWM AC/DC Rectifier by Imad Merzouk, Noureddine Bessous, Mohamed Mounir Rezaoui, Mohamed Elbar, Khansa Bdirina

“…The present work applies a nonlinear model predictive current control (NLMPCC) approach to ac/dc pulse width modulation (PWM) rectifier. …”
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Predictive Analytics by Using Bayesian Model Averaging for Large-Scale Internet of Things by Xinghui Zhu, Fang Kui, Yongheng Wang

“…This method, which is based on a new multilayered adaptive dynamic Bayesian network model, uses Gaussian mixture models and expectation-maximization inference for basic Bayesian prediction. …”
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Predictive modelling and identification of critical variables of mortality risk in COVID-19 patients by Olawande Daramola, Tatenda Duncan Kavu, Maritha J. Kotze, Jeanine L. Marnewick, Oluwafemi A. Sarumi, Boniface Kabaso, Thomas Moser, Karl Stroetmann, Isaac Fwemba, Fisayo Daramola, Martha Nyirenda, Susan J. van Rensburg, Peter S. Nyasulu

“…It also offers insight into the combined effect of CV, PCA, and SMOTE on the performance of ML models for COVID-19 mortality risk prediction, which has been little explored.…”
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Distributed Model Predictive Formation Control for UAVs and Cooperative Capability Evaluation of Swarm by Ming Yang, Xiaoyi Guan, Mingming Shi, Bin Li, Chen Wei, Ka-Fai Cedric Yiu

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Cyclic Model and Map for Estimating Predictive Potential of Prognostic-Planning Methodology Development by Yu. I. Busheneva

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Model Predictive Control of Spatially Distributed Systems with Spatio-Temporal Logic Specifications by Ikkei Komizu, Koichi Kobayashi, Yuh Yamashita

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Predictive Modeling of Urban Travel Demand Using Neural Networks and Regression Analysis by Muhammed Ali Çolak, Osman Ünsal Bayrak

“…The results show that the ANN model provided the highest predictive accuracy for household-based data (R² = 0.62), while the linear regression model yielded the best results for dormitory-based data (R² = 0.95). …”
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