Privacy-Preserving Interpretability: An Explainable Federated Learning Model for Predictive Maintenance in Sustainable Manufacturing and Industry 4.0 by Hamad Mohamed Hamdan Alzari Alshkeili, Saif Jasim Almheiri, Muhammad Adnan Khan

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A predictive model for sepsis risk in patients with non-traumatic cerebral hemorrhage based on the MIMIC-IV database by Xinxu Wu, Fangqi Hu, Tianpeng Zhang, Yunsong Pan, Jie He, Rui Zhang, Hui Zhou, Hui Shi

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Spatio-temporal analysis of urban expansion and land use dynamics using google earth engine and predictive models by Ang Zhang, Aqil Tariq, Abdul Quddoos, Iram Naz, Rana Waqar Aslam, Elgar Barboza, Sajid Ullah, M. Abdullah-Al-Wadud

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Risk factor analysis and predictive model development for healthcare-associated infections post-coronary artery bypass grafting by Yan Liu, Lingbo Xue, Ping Jiang, Jiaojiao Shen, Xiao Peng, Xiaoqiang Yu

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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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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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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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Development of a Predictive Model for Estimating Stocks of Medicinal Plants Using GIS Tools on the Example of the Middle Urals by A. Yu. Turyshev, V. D. Belonogova, V. G. Luzhanin

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Predictive Models of Patient Severity in Intensive Care Units Based on Serum Cytokine Profiles: Advancing Rapid Analysis by Cristiana P. Von Rekowski, Tiago A. H. Fonseca, Rúben Araújo, Ana Martins, Iola Pinto, M. Conceição Oliveira, Gonçalo C. Justino, Luís Bento, Cecília R. C. Calado

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Predictive and Explainable Machine Learning Models for Endocrine, Nutritional, and Metabolic Mortality in Italy Using Geolocalized Pollution Data by Donato Romano, Michele Magarelli, Pierfrancesco Novielli, Domenico Diacono, Pierpaolo Di Bitonto, Nicola Amoroso, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro

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Predictive Models Using Machine Learning to Identify Fetal Growth Restriction in Patients With Preeclampsia: Development and Evaluation Study by Qing Hua, Fengchun Yang, Yadan Zhou, Fenglian Shi, Xiaoyan You, Jing Guo, Li Li

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The predictive value and model establishment of body composition in the long-term prognosis of patients after rectal cancer surgery by LIU Shuo, LU Yun, HU Jilin, YANG Wenchang, ZHAO Rizhi, XU Wenda, YANG Hanyu, LU Zechen, MA Zheng, DU Zhaolin, GAO Yunzhi, GAO Yuan

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COVID-19 in Brazilian Pediatric Patients: A Retrospective Cross-Sectional Study with a Predictive Model for Hospitalization by Ana Paula Pacheco, Henrique Laureano, Laire Schidlowski, Natalia Ciorcero, Thalita Zanatto, Ariela Borgmann, Gabrielle Fragoso, Ana Luisa Giamberardino, Renata Dourado, Karine dos Anjos, Paulo João, Marina Assahide, Maria Cristina Silveira, Victor Costa-Junior, Heloisa Giamberardino, Carolina Prando

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Construction of a new biological age model based on NHANES database and its predictive role for mortality outcomes by YE Tingting, GAO Pan

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Identifying low-risk breast cancer patients for axillary biopsy exemption: a multimodal preoperative predictive model by Jiaqi Zhang, Jianing Zhang, Zhihao Liu, Yudong Zhou, Xiaoni Zhao, Yalong Wang, Danni Li, Jinsui Du, Chenglong Duan, Yi Pan, Qi Tian, Feiqian Wang, Ke Wang, Lizhe Zhu, Bin Wang

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Predictive model for sarcopenia in chronic kidney disease: a nomogram and machine learning approach using CHARLS data by Renjie Lu, Shiyun Wang, Pinghua Chen, Fangfang Li, Fangfang Li, Pan Li, Qian Chen, Xuefei Li, Fangyu Li, Suxia Guo, Jinlin Zhang, Jinlin Zhang, Dan Liu, Zhijun Hu

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Identification and predictive machine learning models construction of gut microbiota associated with lymph node metastasis in colorectal cancer by Yongzhi Wu, Chengen Deng, Zigui Huang, Yongqi Huang, Chuanbin Chen, Mingjian Qin, Zhen Wang, Fuhai He, Shenghai Liu, Rumao Zhong, Jun Liu, Chenyan Long, Jungang Liu, Weizhong Tang, Xiaoliang Huang

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Comprehensive immune profiling and predictive modelling of paediatric acute hepatitis of unknown aetiology from a Spanish cohort by Roberto Lozano-Rodríguez, Roberto Lozano-Rodríguez, Loreto Hierro, María José Quiles, Alejandro Pascual-Iglesias, Alejandro Pascual-Iglesias, Verónica Terrón-Arcos, Verónica Terrón-Arcos, Gema Muñoz-Bartolo, Esteban Frauca, Francisco J. Cueto, Francisco J. Cueto, Cristina Calvo, Cristina Calvo, Laura Córdoba-García, Laura Córdoba-García, Jesús Fernández-Felipe, Jesús Fernández-Felipe, Laura Hurtado-Navarro, Laura Hurtado-Navarro, Julia del Prado-Montero, Julia del Prado-Montero, Gonzalo Sáenz de Santa María-Diez, Gonzalo Sáenz de Santa María-Diez, Daniel Arvelo-Rosario, Daniel Arvelo-Rosario, Paloma Jara, Carlos del Fresno, Eduardo López-Collazo, Eduardo López-Collazo, Eduardo López-Collazo, Eduardo López-Collazo, Eduardo López-Collazo

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