External Validation of a Risk Prediction Model for Atherosclerotic Cardiovascular Diseases in a Large National Health‐Checkup and Claim Database by Takanori Honda, Yoshihiko Furuta, Akihiro Maezono, Sanmei Chen, Yuki Ishida, Hiroko Furuhashi, Masaya Kumamoto, Emi Oishi, Yasumi Kimura, Daigo Yoshida, Toshiharu Ninomiya

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Development and validation of an explainable machine learning model for predicting the risk of sleep disorders in older adults with multimorbidity: a cross-sectional study by Xia Wang, Dan Zhang, Liu Lu, Shujie Meng, Yong Li, Rong Zhang, Jingjie Zhou, Qian Yu, Li Zeng, Jiang Zhao, Yu Zeng, Ru Gao

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A machine learning model for predicting acute respiratory distress syndrome risk in patients with sepsis using circulating immune cell parameters: a retrospective study by Kaihuan Zhou, Lian Qin, Yin Chen, Hanming Gao, Yicong Ling, Qianqian Qin, Chenglin Mou, Tao Qin, Junyu Lu

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Early NCCT imaging signs for prognostication in intracerebral hemorrhage: a retrospective cohort study with long follow up results by Rong Deng, Chuyue Wu, Lina Zhang, Jing Wang, Jing Guo, Zhenjie Yang, Lei He, Shengli Chen

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Fire Intensity and spRead forecAst (FIRA): A Machine Learning Based Fire Spread Prediction Model for Air Quality Forecasting Application by Wei‐Ting Hung, Barry Baker, Patrick C. Campbell, Youhua Tang, Ravan Ahmadov, Johana Romero‐Alvarez, Haiqin Li, Jordan Schnell

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Combining a novel ensemble model and multiplex methylation SNaPshot assays for saliva age prediction and cross-platform data analysis by Benyang Xiao, Yuxiang Zhou, Zhirui Zhang, Xindi Wang, Jiali Xiang, Zhixin Lv, Miao Liao, Haibo Luo, Feng Song

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Association and function analysis of genetic variants and the risk of gestational diabetes mellitus in a southern Chinese population by Qiulian Liang, Yan Sun, Ming Li, Ruiqi Li, Lijie Nie, Lin Lin, Xiangyuan Yu

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Serum creatinine to cystatin C ratio in relation to heart failure with preserved ejection fraction by Ruting Wang, Kai Huang, Hangfeng Ying, Jiahao Duan, Qinwen Feng, Xinying Zhang, Zifeng Wu, Riyue Jiang, Bin Zhu, Ling Yang, Chun Yang

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Exploring a recurrence model for atypical meningioma based on multiparametric MRI radiomic and clinical characteristics: a multicenter retrospective cohort study by Dengpan Song, Qingjie Wei, Shengqi Zhao, Yuanhao Lou, Kaiyuan Zhang, Chengcheng Duan, Fang Wang, Qiang Gao, Jing Yan, Dongming Yan, Yuchao Zuo, Fuyou Guo

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Exploring the potential of cell-free RNA and Pyramid Scene Parsing Network for early preeclampsia screening by Zhuo Zhao, Xiaoxu Liu, Yonghui Guan, Chunfang Li, Zheng Wang

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Feasibility of energy dispersive X-ray fluorescence for quantitative prediction of elemental profile in untreated bovine colostrum by D. Martini, M. De Marchi, A. Goi, M. Pozza, G. Niero

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Delta-radiomics analysis based on magnetic resonance imaging to identify radiation proctitis in patients with cervical cancer after radiotherapy by Jing Xue, Menghan Wu, Jing Zhang, Jiayang Yang, Guannan Lv, Baojun Qu, Yanping Zhang, Xia Yan, Xia Yan, Jianbo Song, Jianbo Song

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Development and validation of a radiomics-based model for early prediction of delayed radiological recovery from Mycoplasma pneumoniae pneumonia: a multicenter study by Zijun Song, Liyong Zhuo, Jiawei Hao, Huan Meng, Tianda Wang, Jian Zhang

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Development of a multidimensional 1-year mortality prediction model for patients discharged from the geriatric department: a longitudinal cohort study based on comprehensive geriat... by Jiaojiao Li, Lin Kang, Xiaohong Liu, Xiaohong Sun, Minglei Zhu, Qiumei Wang, Xuan Qu, Ning zhang, Eryu Xia, Fei Lu, Shuo Liu, Shuang Jin, Xueping Wang, Guojun Yao

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Development and validation of a quick screening tool for predicting neck pain patients benefiting from spinal manipulation: a machine learning study by Changxiao Han, Guangyi Yang, Haibao Wen, Minrui Fu, Bochen Peng, Bo Xu, Xunlu Yin, Ping Wang, Liguo Zhu, Minshan Feng

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Application of Machine Learning in the Prediction of the Acute Aortic Dissection Risk Complicated by Mesenteric Malperfusion Based on Initial Laboratory Results by Zhechuan Jin, Jiale Dong, Jian Yang, Chengxiang Li, Zequan Li, Zhaofei Ye, Yuyu Li, Ping Li, Yulin Li, Zhili Ji

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A Prediction Model of Stable Warfarin Doses in Patients After Mechanical Heart Valve Replacement Based on a Machine Learning Algorithm by Bowen Guo, Cong Chen, Junhang Jia, Jubing Zheng, Yue Song, Taoshuai Liu, Kui Zhang, Yang Li, Ran Dong

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Clinical characteristics and early identification of augmented renal clearance in PICU patients with severe sepsis associated with MRSA infection by Haonan Wang, Jiaqing Li, Xian Li, Han Li, Yinglang He, Rui Tan, Xuejian Mei, Haoyu Zha, Mingxing Fan, Shuangshuang Peng, Nan Hou, Zhe Li, Yue Wang, Chen Ji, Yao Liu, Hongjun Miao

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Integrating ultrasound and clinical risk factors to predict carotid plaque vulnerability in gout patients: a machine learning approach by Yabin Fang, Yabin Fang, Kaiyi Yang, Kaiyi Yang, Xinyu Gao, Xinyu Gao, Yiran Gong, Yiran Gong, Yaxin Deng, Xiang Xu, Xiang Xu, Jing Xu, Jing Xu, Lei Yan, Lei Yan, Jinshu Zeng, Jinshu Zeng, Shuqiang Chen

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Clinical features, treatment and prognosis analysis of distant metastatic esophageal cancer by Shuang Li, Yanwei Lu, Ruiqi Liu, Luanluan Huang, Ding Nan, Xiaoyan Chen, Wenjie Xia, Xiaodong Liang, Haibo Zhang

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