A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa by Meron Asmamaw Alemayehu, Shimels Derso Kebede, Agmasie Damtew Walle, Daniel Niguse Mamo, Ermias Bekele Enyew, Jibril Bashir Adem

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Clinical–radiomics model for predicting internal mammary lymph node metastasis in operable breast cancer patients by Wei Wang, Wenyu Zhang, Ting Yu, Ting Yu, QingWei Wu, ChengLin Yang, ChengLin Yang, Jianbin Li

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Development and Evaluation of a Machine Learning Model for Predicting 30-Day Readmission in General Internal Medicine by Abdullah M. Al Alawi, Mariya Al Abdali, Al Zahraa Ahmed Al Mezeini, Thuraiya Al Rawahia, Eid Al Amri, Maisam Al Salmani, Zubaida Al-Falahi, Adhari Al Zaabi, Amira Al Aamri, Hatem Al Farhan, Juhaina Salim Al Maqbali

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Predictive machine-learning model for screening iron deficiency without anaemia: a retrospective cohort study by Girish N Nadkarni, Orly Efros, Eyal Klang, Shelly Soffer, Gili Kenet, Aya Mudrik, Renana Robinson

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To construct and validate a risk score model of angiogenesis-related genes to predict the prognosis of hepatocellular carcinoma by Duangui Gao, Yuan Lu, Tianpeng Jiang, Qinghong Duan, Zhi Huang

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Multi-machine learning model based on radiomics features to predict prognosis of muscle-invasive bladder cancer by Bin Wang, Zijian Gong, Peide Su, Guanghao Zhen, Tao Zeng, Yinquan Ye

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Construction of a predictive model for depressive symptoms following acute myocardial infarction and its impact on prognosis by Lei Ren, Hongqi Wang, Xin Su, Yangyang Yang, Yuanzhuo Zhang, Xiaoyan Yin, Dapeng Zhang, Guangquan Hu, Bin Ning

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A multi-data fusion deep learning model for prognostic prediction in upper tract urothelial carcinoma by Hongdi Sun, Siping Chen, Yongxing Bao, Fengyan You, Honghui Zhu, Xin Yao, Lianguo Chen, Lianguo Chen, Jiangwei Miao, Fanggui Shao, Fanggui Shao, Xiaomin Gao, Binwei Lin

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Predictive model based on blood cell analysis and coagulation function indicators for neuroblastic tumors staging diagnosis by Yanzi Zhang, Yanzi Zhang, Lihong Zhang, Lihong Zhang, Mengmeng Chen, Mengmeng Chen, Qin Dong, Qin Dong, Chong Hu, Chong Hu, Juan Wang, Juan Wang, Jiao Meng, Jiao Meng, Xin Lv, Xin Lv

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Machine learning-based predictive model for acute pancreatitis-associated lung injury: a retrospective analysis by Zhaohui Du, Qiaoling Ying, Yisen Yang, Huicong Ma, Hongchang Zhao, Jie Yang, Zhenjie Wang, Chuanming Zheng, Shurui Wang, Qiang Tang

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Risk Factors of Positive Endocervical Curettage and Predictive Model Construction Based on Primary Human Papillomavirus Screening by Hangjing Gao MS, Guanxiang Huang MS, Binhua Dong MS, Ye Li MS, Hongning Cai MD, Xianqian Chen MS, Tingting Jiang MS, Kelvin Stefan Osafo MS, Dabin Liu MS, Jiancui Chen MS, Huihua Ge MS, Diling Pan MS, Huifeng Xue MS, Pengming Sun PhD, MD

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A novel scoring model for predicting prolonged mechanical ventilation in cardiac surgery patients: development and validation by Quan Liu, Quan Liu, Pengfei Chen, Wuwei Wang, Yifei Zhou, Yifei Zhou, Yichen Xu, Xu Cao, Rui Fan, Wen Chen, Fuhua Huang, Xin Chen, Xin Chen

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Nomogram Predictive Model for Vaginal Birth after One Prior Cesarean Section: A Retrospective Study by Fangyuan Zheng, Yangfang Sun, Xuening Liang, Jinying Zhou, Yun Chen

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An oral microbiota-based deep neural network model for risk stratification and prognosis prediction in gastric cancer by Xue-Feng Gao, Can-Gui Zhang, Kun Huang, Xiao-Lin Zhao, Ying-Qiao Liu, Zi-Kai Wang, Rong-Rong Ren, Geng-Hui Mai, Ke-Ren Yang, Ye Chen

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Predicting Treatment Outcomes in Glioblastoma: A Risk Score Model for TMZ Resistance and Immune Checkpoint Inhibition by Nazareno Gonzalez, Melanie Perez Küper, Matias Garcia Fallit, Alejandro J. Nicola Candia, Jorge A. Peña Agudelo, Maicol Suarez Velandia, Ana Clara Romero, Guillermo Agustin Videla-Richardson, Marianela Candolfi

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Enhancing public health surveillance: SARIMAX model incorporating Baidu search index for HCV prediction in China by Huan Ning, Yingji Lan, Qianqian Huang, Tingyan Luo, Jing Yang, Jie Zhou, Zhuoxin Li, Ping Cui, Hao Liang, Jiegang Huang

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Utility of physiologically based pharmacokinetic modeling to predict inter-antibody variability in monoclonal antibody pharmacokinetics in mice by Shufang Liu, Sara C. Humphreys, Kevin D. Cook, Kip P. Conner, Ana R. Correia, Alex W. Jacobitz, Melissa Yang, Ronya Primack, Marcus Soto, Rupa Padaki, Mariusz Lubomirski, Richard Smith, Marissa Mock, Veena A. Thomas

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Development and validation of a novel prediction model for new-onset atrial fibrillation after lung resection by Yasha Chen, Yangxi Hu, Jiamei Wang, Jianmin Sun, Bowen Hu, Kun Huang, Zhiqing He, Chun Liang, Yunling Lin

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Assessing a prediction model for depression risk using an early adolescent sample with self‐reported depression by Eileen Y. Xu, Niamh MacSweeney, Gladi Thng, Miruna C. Barbu, Xueyi Shen, Alex S. F. Kwong, Liana Romaniuk, Andrew McIntosh, Stephen M. Lawrie, Heather C. Whalley

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AI models for the identification of prognostic and predictive biomarkers in lung cancer: a systematic review and meta-analysis by Hind M. AlOsaimi, Aseel M. Alshilash, Layan K. Al-Saif, Jannat M. Bosbait, Roaa S. Albeladi, Dalal R. Almutairi, Alwaleed A. Alhazzaa, Tariq A. Alluqmani, Saud M. Al Qahtani, Sara A. Almohammadi, Razan A. Alamri, Abdullah A. Alkurdi, Waleed K. Aljohani, Raghad H. Alraddadi, Mohammed K. Alshammari

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