Analysis of the 50-mile ultramarathon distance using a predictive XGBoost model by Jonas Turnwald, David Valero, Pedro Forte, Katja Weiss, Elias Villiger, Mabliny Thuany, Volker Scheer, Matthias Wilhelm, Marilia Andrade, Ivan Cuk, Pantelis T. Nikolaidis, Beat Knechtle

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Predictive modelling of air pollution affecting human tuberculosis risk on Mainland China by Boli Qin, Rongqing He, Xiaopeng Qin, Jiayan Jiang, Chenxing Zhou, Songze Wu, Jichong Zhu, Shaofeng Wu, Jiarui Chen, Jiang Xue, Kechang He, Chong Liu, Jie Ma, Xinli Zhan

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Development and validation of a predictive model for acute kidney injury in patients with ureterolithiasis by Yufeng Jiang, Jingcheng Zhang, Ailiyaer Ainiwaer, Yuchao Liu, Jing Li, Liuliu Zhou, Yang Yan, Haimin Zhang

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Quantifying Suicide Risk in Prostate Cancer: A SEER-Based Predictive Model by Jiaxing Du, Fen Zhang, Weinan Zheng, Xue Lu, Huiyi Yu, Jian Zeng, Sujun Chen

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PREDICTIVE MODELS FOR EARLY DETECTION OF PARKINSON’S DISEASE: A MACHINE LEARNING APPROACH by S. Jeyantha Jafna Juliet, D. Jasmine David, J. S. Raj Kumar, Angelin Jeba P., R. Golden Nancy, M. Selvarathi, T. Jemima Jebaseeli

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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

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Construction and validation of a predictive model for malignant tumors in patients with membranous nephropathy by Yaling Zhai, Shuaigang Sun, Wenhui Zhang, Huijuan Tian, Zhanzheng Zhao

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Influential factors related to feeding disorders in preterm infants and the construction of predictive models by Lishan Chen, Lishan Chen, Huichang Zhou, Zhiming Tang, Haiyin Deng, Zhihao Li

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Improvement and predictive modeling of the mechanical performance of waste fire clay blended concrete by Özkılıç Yasin Onuralp, Zeybek Özer, Karalar Memduh, Çelik Ali İhsan, Althaqafi Essam

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Construction and verification of a predictive model for depression risk of patients with somatization symptoms by Liming Tang, Jinrong Zhong, Mei’e Zeng, Weiwei Deng, Chunmei Huang, Shuifen Ye, Fengjin Li, Dongqin Lai, Wanling Huang, Bin Chen, Xiaoyuan Deng, Xiaoying Lai, Lirong Wu, Bilan Zou, Hanzhong Qiu, Ying Liao

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Development and validation of predictive models for distant metastasis and prognosis of gastroenteropancreatic neuroendocrine neoplasms by Xuan-Peng Zhou, Luan-Biao Sun, Wen-Hao Liu, Xin-Yuan Song, Yang Gao, Jian-Peng Xing, Shuo-Hui Gao

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Predictive modelling of creep age forming parameters using artificial neural networks by Yo-Lun Yang, Cheng-Ling Tai, Wan-Ling Chen, Sundarakannan Rajendran, Vigneshwaran Shanmugam

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Development and validation of a predictive model for suicidal thoughts and behaviors among freshmen by Yan Qin, Sifang Niu, Xingmeng Niu, Yangziye Guo, Yu Sun, Shuzhang Hu, Fuqin Mu, Ying Zhang, Min Liu, Jianli Wang, Yan Liu

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Advanced predictive machine and deep learning models for round-ended CFST column by Feng Shen, Ishan Jha, Haytham F. Isleem, Walaa J.K. Almoghayer, Mohammad Khishe, Mohamed Kamel Elshaarawy

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Validation of a predictive model for platelet transfusion refractoriness in patients with hematological diseases by HUANG Xiulan, YUE Shuhan, CAI Qun, LU Liqi, HE Mengzhen, LEI Qiao, LIU Caoyi, ZHANG Jingwei

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Establishment and validation of a predictive model for coronary artery lesions in children with KDSS by Zhihui Zhao, Yue Yuan, Lu Gao, Hongxia Li, Qirui Li, Zhen Zhen, Shunying Zhao, Yanyan Xiao

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Development and evaluation of a predictive model of upper gastrointestinal bleeding in liver cirrhosis by Jin Peng, Huiru Jin, Ningxin Zhang, Shiqiu Zheng, Chengxiao Yu, Jianzhong Yu, Longfeng Jiang

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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

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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

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Clinical characteristics, prognosis, and predictive modeling in class IV ± V lupus nephritis by Anjing Wang, Anjing Wang, Yunlong Qin, Yunlong Qin, Yan Xing, Zixian Yu, Liuyifei Huang, Jinguo Yuan, Yueqing Hui, Mei Han, Guoshuang Xu, Jin Zhao, Shiren Sun

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