Development and validation of a machine learning model for predicting intrapartum fever using pre-labor analgesia clinical indicators: a multicenter retrospective study by Bo Liu, Liang Ling, Fei Jia, Dayuan Wei, Huiru Li, Yuanling Li, Hongquan Xiao, Mengqiao Wang, Chunping Li, Gang Zhang, Jian Zhang

Subjects: Get full text

A Clinical Prediction Model for Pathologic Upgrade to Invasive Carcinoma Following Conization of Cervical High‐Grade Squamous Intraepithelial Lesions by Qiao Liu, Jing Yang, Hui Cheng, Chuqiang Shu, Yi Tang, Jing Zhao

Subjects: Get full text

An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques by William Hoyos, Kenia Hoyos, Rander Ruiz, Jose Aguilar

Subjects: Get full text

Epidemiology of Ocular Trauma and Predictive Modeling of Visual Outcomes: A 12-Year Retrospective Study at a Tertiary Hospital in China by Lu S, Li H, Yang X, Ma C, Li X

Subjects: Get full text

Machine learning as a tool for diagnostic and prognostic research in coronary artery disease by B. I. Geltser, M. M. Tsivanyuk, K. I. Shakhgeldyan, V. Yu. Rublev

Subjects: Get full text

Determination of similar material proportions based on orthogonal experiments and neural network optimization in the goaf area by Shengdi Wang, Junzhi Chen, Yonggang Zhang, Xiaowei Qiao, Zhiping Zhang, Xin Wang

Subjects: Get full text

A predictive model to explore risk factors for Henoch–Schönlein purpura nephritis in children: a retrospective cross-sectional study by Qianwen Yang, Qianwen Yang, Maoyang Zhang, Zilong Dong, Fang Deng

Subjects: Get full text

Predictive models for strength properties of sustainable mortars containing waste concrete powder: an empirical approach by Eric Ababio Ohemeng, Molusiwa S. Ramabodu, Nana-Addy Edward

Subjects: Get full text

Predictive athlete performance modeling with machine learning and biometric data integration by Qin Jianjun, Haytham F. Isleem, Walaa J. K. Almoghayer, Mohammad Khishe

Subjects: “…Predictive athlete performance modeling…”
Get full text

Personalization of Robot Behavior Using Approach Based on Model Predictive Control by Mateusz Jarosz, Bartlomiej Sniezynski

“…In the proposed framework, a user model is applied to predict responses to potential robot actions. …”
Get full text

Water Supply Network System Control Based on Model Predictive Control by Adel Abdulrahman, Nagib Nasher

“…Keywords: Water supply system, Model predictive control, Constraints…”
Get full text

Model predictive control for energy efficient AC motor drives: An overview by Muhammad Bilal Shahid, Weidong Jin, Muhammad Abbas Abbasi, Abdul Rashid Bin Husain, Hafiz Mudassir Munir, Mannan Hassan, Aymen Flah, Ahmed Saad Eddine Souissi, Thamer A. H. Alghamdi

“…Abstract State‐of‐the‐art model‐based predictive control techniques for AC motor drives are reviewed in this paper. …”
Get full text

Machine learning-driven predictive modeling of mechanical properties in diverse steels by Movaffaq Kateb, Sahar Safarian

“…This study highlights the feasibility of using small, realistic datasets to develop effective ML models for predicting mechanical properties in steel design. …”
Get full text

Predictive Modelling for Residential Construction Demands Using ElasticNet Regression by Elrasheid Elkhidir, Tirth Patel, James Olabode Bamidele Rotimi

“…This study seeks to investigate the significance of these external variables and produce a predictive model for residential construction demand using ElasticNet regression. …”
Get full text

Predictive model for assessing the prognosis of rhabdomyolysis patients in the intensive care unit by Yaxin Xiong, Hongyu Shi, Jianpeng Wang, Quankuan Gu, Yu Song, Weilan Kong, Jun Lyu, Mingyan Zhao, Mingyan Zhao, Xianglin Meng, Xianglin Meng, Xianglin Meng

“…For the development of the predictive model, 37 variables were carefully selected. …”
Get full text

An easily acquirable predictive model for strangulated bowel obstruction: the BAR-N by Cuifeng Zheng, BaoWei Xu, Pingxia Lu, Weixuan Xu, Shenhui Lin, Xianqiang Chen, Junrong Zhang, Zhengyuan Huang

Subjects: Get full text

Multidimensional predictive model for assessing clinical activity in thyroid eye disease by Yang Li, Yang Li, Yang Li, Guang-Hong Zhang, Guang-Hong Zhang, Guang-Hong Zhang, Man Tian, Man Tian, Man Tian, Chuan Hua, Chuan Hua, Chuan Hua, Chuan Hua, Jian-Ping Zhai, Jian-Ping Zhai, Jian-Ping Zhai, Yan-Qiong He, Yan-Qiong He, Yan-Qiong He, Xin-He Zuo, Xin-He Zuo, Xin-He Zuo, Xin-He Zuo

“…Variables with significant associations with CAS-defined activity were identified using univariate analysis, and Bayesian shrinkage regression (BSR) and the least absolute shrinkage and selection operator (LASSO) were utilized for variable selection in the primary cohort. Predictive models were constructed and evaluated using receiver operating characteristic (ROC) curves (internally validated via five-fold cross-validation), decision curve analysis (DCA), and calibration curves.ResultsFive predictive models were constructed. …”
Get full text

Predictive modeling of major polluters based on the German PRTR emissions data by Heiko Thimm, Vanessa Schmidt

“…The findings indicate that both models generate predictions that are closely aligned with the actual pollution reports. …”
Get full text

Parameter Optimization of MIMO Fuzzy Optimal Model Predictive Control By APSO by Adel Taieb, Moêz Soltani, Abdelkader Chaari

“…This paper introduces a new development for designing a Multi-Input Multi-Output (MIMO) Fuzzy Optimal Model Predictive Control (FOMPC) using the Adaptive Particle Swarm Optimization (APSO) algorithm. …”
Get full text

A Predictive Model for Disseminated Intravascular Coagulopathy in Sepsis: An Observational Study by Fu Y, He Y, Zheng C, Zeng J, Ou H

“…With a model score >− 2.12, the sensitivity for predicting DIC was 84.4%, and the specificity was 75.0%.Conclusion: Our study introduces a predictive model for DIC detection in sepsis patients, emphasizing the need for clinicians to focus on patients with high model scores for timely intervention.Keywords: sepsis, risk model, disseminated intravascular coagulopathy, platelet, mortality…”
Get full text