The surprise question: predictive accuracy in an unselected emergency department population – a prospective study in nurses and physicians by Maurice Theunissen, Sacha Lardenoye, Marieke H. J. van den Beuken-van Everdingen, Patricia M. Stassen

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SMOTE-LOF for noise identification in imbalanced data classification by Asniar, Nur Ulfa Maulidevi, Kridanto Surendro

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Predicting Ocean Current Temperature Off the East Coast of America with XGBoost and Random Forest Algorithms Using Rstudio by Lulut Alfaris, Anas Noor Firdaus, Ukta Indra Nyuswantoro, Ruben Cornelius Siagian, Aldi Cahya Muhammad, Rohana Hassan, Rodulfo T. Aunzo, Jr., Reza Ariefka

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Petrological controls on the engineering properties of carbonate aggregates through a machine learning approach by Javid Hussain, Tehseen Zafar, Xiaodong Fu, Nafees Ali, Jian Chen, Fabrizio Frontalini, Jabir Hussain, Xiao Lina, George Kontakiotis, Olga Koumoutsakou

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Nomogram construction for overall survival in breast angiosarcoma based on clinicopathological features: a population-based cohort study by Peikai Ding, Luxiao Zhang, Shengbin Pei, Zheng Qu, Xiangyi Kong, Zhongzhao Wang, Jing Wang, Yi Fang

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Creation and verification of a predictive nomogram model for the incidence of social isolation among China’s older population by Mei You, Yuan Ding, Zixuan Wei, Nannan Han, Annuo Liu

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Prediction accuracy of discrete choice experiments in health-related research: a systematic review and meta-analysisResearch in context by Ying Zhang, Thi Quynh Anh Ho, Fern Terris-Prestholt, Matthew Quaife, Esther de Bekker-Grob, Peter Vickerman, Jason J. Ong

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Calibration of RNG k-ε Model Constants Based on Experimental Data Assimilation: A Study on the Flow Characteristics of Air-Lifted Plunger Interstitial Flow by Jinglong Zhang, Yucheng Song, Yan Xu, Yanli Yang, Jiahuan Wang

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Validation of the P-POSSUM score in predicting outcomes in emergency craniotomy: A prospective observational study by Hari Prakash Rai, Shivam Sharma

Subjects: “…p-possum score; emergency craniotomy; postoperative mortality; predictive accuracy; neurosurgical risk assessment…”
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When Time Prevails: The Perils of Overlooking Temporal Landscape Evolution in Landslide Susceptibility Predictions by Jinping Liu, Panxing He, Jianhua Xiao, Qingfeng Hu, Yanqun Ren, Aiding Kornejady, Huiran Gao

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Development and validation of a continuous fall risk score in community-dwelling older people: an ecological approach by Jorge Bravo, Hugo Rosado, Pablo Tomas-Carus, Cristina Carrasco, Nuno Batalha, Hugo Folgado, Catarina Pereira

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Exploring Violent and Property Crime Geographically by Maria Camacho Doyle, Manne Gerell, Henrik Andershed

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Comment on Jeon et al. Predictive Limitations of the Geriatric Trauma Outcome Score: A Retrospective Analysis of Mortality in Elderly Patients with Multiple Traumas and Severe Trau... by Miguel Velasco, Allen Chehimi, Jenny Chen, Marie Nour Karam, Afsheen Mansoori

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Integration of graph neural networks and long short-term memory models for advancing heart failure prediction by Ibrahim Alrashdi, Ahmed I. Taloba

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Using Permutation-Based Feature Importance for Improved Machine Learning Model Performance at Reduced Costs by Adam Khan, Asad Ali, Jahangir Khan, Fasee Ullah, Muhammad Faheem

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Novel PCA-driven extreme machine learning for comprehensive modelling of metropolitan wastewater treatment systems by Vini Antony Grace N, Ghadah Aldehim, Nuha Alruwais, Prabakar T.N.

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Research note: A low-density SNP genotyping panel for Chinese native chickens by Jie Wang, Siyuan Xing, Yan Zhou, Jie Liu, Yan Sun, Qiuxia Lei, Haixia Han, Wei Liu, Dapeng Li, Fuwei Li, Dingguo Cao

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Enhancing Genomic Prediction Accuracy of Reproduction Traits in Rongchang Pigs Through Machine Learning by Junge Wang, Jie Chai, Li Chen, Tinghuan Zhang, Xi Long, Shuqi Diao, Dong Chen, Zongyi Guo, Guoqing Tang, Pingxian Wu

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Current Situation and Developing Trend of Fatigue Life Prediction of Components based on Data-driven by Xiuhua Zhang, Huaiju Liu, Caichao Zhu, Peitang Wei, Shaojie Wu

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Intelligent classification models for food products basis on morphological, colour and texture features by Narendra Veernagouda Ganganagowder, Priya Kamath

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