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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Construction of a machine learning-based interpretable prediction model for acute kidney injury in hospitalized patients by Xiang Yu, WanLing Wang, RiLiGe Wu, XinYan Gong, YuWei Ji, Zhe Feng

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Development and validation of a hypoxemia prediction model in middle-aged and elderly outpatients undergoing painless gastroscopy by Leilei Zheng, Xinyan Wu, Wei Gu, Rui Wang, Jing Wang, Hongying He, Zhao Wang, Bin Yi, Yi Zhang

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ADME gene-driven prognostic model for bladder cancer: a breakthrough in predicting survival and personalized treatment by Haojie Dai, Xi Zhang, You Zhao, Jun Nie, Zhenyu Hang, Xin Huang, Hongxiang Ma, Li Wang, Zihao Li, Ming Wu, Jun Fan, Ke Jiang, Weiping Luo, Chao Qin

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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 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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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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Air quality prediction enhanced by a CNN-LSTM-Attention model optimized with an advanced dung beetle algorithm by Xiaojie Zhou, Majid Khan Majahar Ali, Farah Aini Abdullah, Lili Wu, Ying Tian, Tao Li, Kaihui Li

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Construction and validation of a predictive model for the risk of intraoperative acquired pressure injuries in the maxillofacial region in patients undergoing surgery in the prone... by Wei Li, Jing Huang, Hua Li, Tingchun Gou, Ling Tang, Xuesu Dong, Chunmei Luo

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Federated learning for privacy-enhanced mental health prediction with multimodal data integration by Parul Dubey, Pushkar Dubey, Pitshou N. Bokoro

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Quantitative Prediction of Protein Content in Corn Kernel Based on Near-Infrared Spectroscopy by Chenlong Fan, Ying Liu, Tao Cui, Mengmeng Qiao, Yang Yu, Weijun Xie, Yuping Huang

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Modelling and Using Spatial Effects in Nationwide Historical Data Improve Genomic Prediction of Rice Heading Date in Japan by Shoji Taniguchi, Takeshi Hayashi, Hiroshi Nakagawa, Kei Matsushita, Hiromi Kajiya-Kanegae, Jun-Ichi Yonemaru, Akitoshi Goto

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