Predicting the risk of postoperative avascular necrosis in patients with talar fractures based on an interpretable machine learning model by Jian Zhang, Jian Zhang, Jian Zhang, Jihai Xu, Jihai Xu, Jiapei Yu, Jiapei Yu, Jiapei Yu, Hong Chen, Hong Chen, Xin Hong, Songou Zhang, Xin Wang, Xin Wang, Chengchun Shen, Chengchun Shen, Chengchun Shen

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Predicting Heart Rate Slow Component Dynamics: A Model Across Exercise Intensities, Age, and Sex by Massimo Teso, Alessandro L. Colosio, Maura Loi, Jan Boone, Silvia Pogliaghi

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Predicting Disease Progression in Inoperable Localized NSCLC Patients Using ctDNA Machine Learning Model by Yuqi Wu, Canjun Li, Yin Yang, Tao Zhang, Jianyang Wang, Wanxiangfu Tang, Ningyou Li, Hua Bao, Xin Wang, Nan Bi

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Development and validation of a preeclampsia prediction model for the first and second trimester pregnancy based on medical history by Qi Xu, Lili Xing, Ting Zhang, Guoli Liu

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Development and external validation of a model to predict recurrence in patients with non-muscle invasive bladder cancer by Jiajia Tang, Jiajia Tang, Longmei Fan, Longmei Fan, Tianyu Huang, Tianyu Huang, Rongrong Yang, Rongrong Yang, Xinqi Yang, Xinqi Yang, Yuanjian Liao, Mingshun Zuo, Neng Zhang, Jiangrong Zhang, Jiangrong Zhang

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Nomogram model for predicting pressure injury in COPD patients using SII: a Chinese clinical study by Yuli Cai, Huimin Chen, Zhaojun Chen, Qinghua Chen, Yihuan Su, Feiju Chen, Feiju Chen, Jingjing Pan, Jingjing Pan, Yitian Yang, Zhongxing Hu, Wenxi Li, Huizhao Liao, Tingting Sun, Junfen Cheng, Wenliang Chen, Baozhi Zhang, Riken Chen

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An interpretable machine learning model for predicting myocardial injury in patients with high cervical spinal cord injury by Jiaqi Li, Jiaqi Li, Bingyu Zhang, Bingyu Zhang, Ye Liao, Ye Liao, Liqin Wei, Qinfeng Huang, Qinfeng Huang, Lijun Lin, Lijun Lin, Jiaxin Chen, Jiaxin Chen, Hui Chen, Hui Chen

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Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model by Guinian Du, Hui Lv, Yishan Liang, Jingyue Zhang, Qiaoling Huang, Guiming Xie, Xian Wu, Hao Zeng, Lijuan Wu, Jianbo Ye, Wentan Xie, Xia Li, Yifan Sun

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Validation with the Dynamic Prediction Model of Protein and Amino Acid Requirements for Growth Performance and Health in Layer Chicks by Zhi-Yuan Xia, Alainaa Refaie, Miao Liu, You-Yang Wei, Lv-Hui Sun, Zhang-Chao Deng

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Abstract 052: External Validation of the Prediction Model For Delayed Reperfusion in Patients with Incomplete Reperfusion: EXTEND‐PROCEED by Adnan Mujanovic, Felix Ng, Mattia Branca, Thomas Meinel, Leonid Churilov, Peter Mitchell, Nawaf Yassi, Mark Parsons, Gagan Sharma, Marcel Arnold, Eike Piechowiak, Timothy Kleinig, David Seiffge, Tomas Dobrocky, Jan Gralla, Urs Fischer, Bruce Campbell, Johannes Kaesmacher

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Predicting snow cover and frozen ground impacts on large basin runoff: developing appropriate model complexity by N. Wu, N. Wu, N. Wu, N. Wu, K. Zhang, K. Zhang, K. Zhang, K. Zhang, K. Zhang, A. Naghibi, H. Hashemi, Z. Ning, Z. Ning, Z. Ning, Q. Zhang, X. Yi, H. Wang, W. Liu, W. Gao, J. Jarsjö

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A highly scalable deep learning language model for common risks prediction among psychiatric inpatients by Enzhao Zhu, Jiayi Wang, Guoquan Zhou, Chunbo Li, Fazhan Chen, Kang Ju, Liangliang Chen, Yichao Yin, Yi Chen, Yanping Zhang, Xu Zhang, Xinlin Zhou, Zongyuan Wang, Jianping Qiu, Hui Wang, Weizhong Shi, Feng Wang, Dong Wang, Zhihao Chen, Jiaojiao Hou, Hui Li, Zisheng Ai

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Early prediction of preeclampsia from clinical, multi-omics and laboratory data using random forest model by Qiang Zhao, Jia Li, Zhuo Diao, Xiao Zhang, Suihua Feng, Guixue Hou, Wenqiu Xu, Zhiguang Zhao, Zhixu Qiu, Wenzhi Yang, Si Zhou, Peirun Tian, Qun Zhang, Weiping Chen, Huahua Li, Gefei Xiao, Jie Qin, Liqing Hu, Zhongzhe Li, Liang Lin, Shunyao Wang, Ruyun Gao, Wuyan Huang, Xiaohong Ruan, Sufen Zhang, Jianguo Zhang, Lijian Zhao, Rui Zhang

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Predicting the risk of heart failure after acute myocardial infarction using an interpretable machine learning model by Qingqing Lin, Qingqing Lin, Wenxiang Zhao, Wenxiang Zhao, Hailin Zhang, Hailin Zhang, Wenhao Chen, Sheng Lian, Qinyun Ruan, Qinyun Ruan, Zhaoyang Qu, Zhaoyang Qu, Yimin Lin, Yimin Lin, Dajun Chai, Dajun Chai, Dajun Chai, Dajun Chai, Xiaoyan Lin, Xiaoyan Lin, Xiaoyan Lin, Xiaoyan Lin

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Bioenergetic-related gene expression in the hippocampus predicts internalizing vs. externalizing behavior in an animal model of temperament by Elaine K. Hebda-Bauer, Megan H. Hagenauer, Daniel B. Munro, Daniel B. Munro, Peter Blandino, Fan Meng, Keiko Arakawa, John D. H. Stead, Apurva S. Chitre, A. Bilge Ozel, Pejman Mohammadi, Pejman Mohammadi, Stanley J. Watson, Shelly B. Flagel, Jun Li, Abraham A. Palmer, Abraham A. Palmer, Huda Akil

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Nomogram to predict 3 month prognosis of acute ischemic stroke among young adults by Qian He, Qian He, Miaoran Wang, Haoyue Zhu, Ying Xiao, Rui Wen, Xiaoqing Liu, Yangdi Shi, Linzhi Zhang, Bing Xu

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Analysis of Temporal and Spatial Evolution Characteristics and Peak Prediction of Carbon Emissions in China Under the Dual-Carbon Target: A Case Study of Heilongjiang Province by Zhongxia Yu, Mingcong Zhang, Yingce Zhan, Yongxia Guo, Yuxian Zhang, Xiaoyan Liang, Chen Wang, Yuxin Fan, Mingfen Shan, Haiqing Guo, Wei Zhou

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Deformable Feature Fusion and Accurate Anchors Prediction for Lightweight SAR Ship Detector Based on Dynamic Hierarchical Model Pruning by Yue Guo, Shiqi Chen, Ronghui Zhan, Wei Wang, Jun Zhang

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Predictive analysis of all-cause mortality of previously untreated pulmonary tuberculosis patients complicated by hypertension by Anhua Cao, You Nie, Zhun Zhong, Yi Pei, Yi Pei, Ping Deng, Hebin Xie, Yiping Leng, Yiping Leng

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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

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