Analysis of risk factors and construction of a predictive model for severe acute pancreatitis complicated by sinistral portal hypertension by Mengbo Xiao, Mengbo Xiao, Yu An, Ying Di, Yunfeng Cui, Yunfeng Cui

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Predictive model for the therapeutic effect of bilateral subthalamic nucleus deep brain stimulation on the freezing of gait in Parkinson’s disease by Qi Limuge, Yuqing Zhang, Xiaofei Jia, Fang Wang, Dongsheng Yu, Lixia Chen, Li Zhang, Yongqiang Jiang, Yongqiang Jiang

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Inflammatory and demographic determinants of elevated white blood cell counts: insights from predictive modeling and NHANES analysis by Saanie Sulley, Yan Zhou, Memory Ndanga

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Diagnostic Accuracy of Deep Learning Models in Predicting Glioma Molecular Markers: A Systematic Review and Meta-Analysis by Somayeh Farahani, Marjaneh Hejazi, Sahar Moradizeyveh, Antonio Di Ieva, Emad Fatemizadeh, Sidong Liu

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Development and performance of female breast cancer incidence risk prediction models: a systematic review and meta-analysis by Liyuan Liu, Peng Zhou, Lijuan Hou, Chunyu Kao, Ziyu Zhang, Di Wang, Lixiang Yu, Fei Wang, Yongjiu Wang, Zhigang Yu

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Noninvasive diagnosis model for predicting significant liver inflammation in patients with chronic hepatitis B in the immune-tolerant phase by Shanshan Chen, Lu Huang, Yili Chu, Jiangshan Lian, Hui Shao, Tingting Wang, Xuehan Zou, Haijun Huang

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Novel models by machine learning to predict the risk of cardiac disease-specific death in young patients with breast cancer by Yi Li, Handong Li, Xuan Ye, Zhigang Zhu, Yixuan Qiu

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Cardiovascular risk prediction models in people living with human immunodeficiency virus under antiretroviral therapy in northern mexico by Arguiñe I. Urraza-Robledo, Francisco C. López-Márquez, Faviel F. González-Galarza, Domingo Pere-Pedrol, María E. Gutiérrez-Pérez, Ana P. Roiz-Bollain y Goytia, Pablo Ruiz-Flores, Fanny K. Segura-López, Alberto A. Miranda-Pérez

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Development and validation of a decision tree model for prediction of insomnia risk among ischemic stroke convalescence patients by Xuefeng Sun, Zilin Wang, Yuqing Song, Deyu Cong, Shu Sun, Xinye Zhang, Ye Zhang, Hongshi Zhang

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A scoring model based on MRI features for predicting early recurrence after surgical resection of hepatocellular carcinoma by Yi-Jing Wang, Jian-Xia Xu, Tian-Yu Ke, Bao-Na Li, Xiao-Zhong Zheng, Jun-Yi Xiang, Shu-Feng Fan, Xiao-Shan Huang

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Development and validation of a clinical prognosis prediction model for malignant intestinal obstruction: A retrospective cohort study by Hao Duan, Ran Tao, Jun Qin

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Reporting and risk of bias of prediction models based on machine learning methods in preterm birth: A systematic review by Qiuyu Yang, Xia Fan, Xiao Cao, Weijie Hao, Jiale Lu, Jia Wei, Jinhui Tian, Min Yin, Long Ge

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Development of a prediction model for foot ulcer recurrence in people with diabetes using easy-to-obtain clinical variables by Ameen Abu-Hanna, Wouter B aan de Stegge, Martijn C Schut, Jeff G van Baal, Jaap J van Netten, Sicco A Bus

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Breast cancer risk assessment based on a predictive model: evaluation of risk factors among Japanese women by Michiyo Yamada, Takashi Chishima, Takashi Ishikawa, Kazutaka Narui, Sadatoshi Sugae, Peter J. Tonellato, Itaru Endo

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Construction of a feature gene and machine prediction model for inflammatory bowel disease based on multichip joint analysis by Yan Chaosheng, Sun Haowen, Rao Jingjing, Dai Yuanyuan, Duan Wenhui, Sheng Yingyue, Xue Yuzheng

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Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions by Yuan-Jiang Zeng, Yi-Qing Ni, Zheng-Wei Chen, Guang-Zhi Zeng, Jia-Yao Wang, Pak-Wai Chan

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A novel, machine-learning model for prediction of short-term ASCVD risk over 90 and 365 days by Tomer Gazit, Hanan Mann, Shiri Gaber, Pavel Adamenko, Granit Pariente, Liron Volsky, Amir Dolev, Helena Lyson, Eyal Zimlichman, Jay A. Pandit, Edo Paz

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Predictive modeling to evaluate long-term treatment effectiveness of darvadstrocel in patients with complex perianal fistulas in Crohn’s disease by Chitra Karki, Gary Hantsbarger, Erika Turkstra, Elisabetta Fenu, Ken Genenz, Inmaculada Gilaberte, Julián Panés

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A nomogram model integrating radiomics and clinical variables to predict napsin a expression in lung adenocarcinoma patients by Bo Pang, Bo Pang, LiNa Liu, Man Gao, ChongHai Xu, Zhaisong Gao, ZhiChao Wang, JianZhong Guan

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Prediction of bone oligometastases in breast cancer using models based on deep learning radiomics of PET/CT imaging by Guoxiu Lu, Guoxiu Lu, Ronghui Tian, Wei Yang, Jiayi Zhao, Wenjing Chen, Zijie Xiang, Shanhu Hao, Guoxu Zhang

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