Development and Validation of a Machine Learning Model for Early Prediction of Sepsis Onset in Hospital Inpatients from All Departments by Pierre-Elliott Thiboud, Quentin François, Cécile Faure, Gilles Chaufferin, Barthélémy Arribe, Nicolas Ettahar

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Integrating Advanced Techniques: RFE-SVM Feature Engineering and Nelder-Mead Optimized XGBoost for Accurate Lung Cancer Prediction by Sarah Ayad, Hamdi A. Al-Jamimi, Ammar El Kheir

Subjects: “…Early prediction…”
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Predicting cancer mortality using machine learning methods: a global vs. Iran analysis by Hossein Sadeghi, Fatemeh Seif

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Analysis of risk factors for sepsis-related liver injury and construction of a prediction model by Yong He, Yong He, Yong He, Chi Wang, Chi Wang, Chi Wang, Wan He, Wan He, Wan He, He Zhang, He Zhang, He Zhang, Fei Ding, Fei Ding, Fei Ding, Ying Liu, Ying Liu, Ying Liu, He He, He He, He He, Binwu Ying, Binwu Ying, Binwu Ying, Xin Nie, Xin Nie, Xin Nie, Xin Nie

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Is it Beneficial to Use Different Thresholds Over Time for Early Prediction Model? by Sungsoo HONG, Hyunwoo CHOO, Kyung Hyun LEE, Sungjun HONG, Ki-Byung LEE, Chang Youl LEE

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Early prediction of sepsis associated encephalopathy in elderly ICU patients using machine learning models: a retrospective study based on the MIMIC-IV database by Yupeng Han, Xiyuan Xie, Jiapeng Qiu, Yijie Tang, Zhiwei Song, Wangyu Li, Xiaodan Wu, Xiaodan Wu

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Methods for early prediction of lactation flow in Holstein heifers by Vesna Gantner, Klemen Potočnik, Krešimir Kuterovac, Ranko Gantner, Boris Antunović

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Evaluating ensemble models for fair and interpretable prediction in higher education using multimodal data by Felipe Emiliano Arévalo-Cordovilla, Marta Peña

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Evaluation of postoperative delirium in cardiac surgery patients with the SDACS screening tool: a multicenter-multiphase study by Hosein Mahmoudi, Athanasios Chalkias, Ali Moradi, Seyed Tayeb Moradian, Seyed Mohammad Reza Amouzegar, Amir Vahedian-Azimi

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Early Prediction of Remaining Useful Life for Lithium-Ion Batteries with the State Space Model by Yuqi Liang, Shuai Zhao

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Accurate multi-category student performance forecasting at early stages of online education using neural networks by Naveed Ur Rehman Junejo, Muhammad Wasim Nawaz, Qingsheng Huang, Xiaoqing Dong, Chang Wang, Gengzhong Zheng

Subjects: “…Early-prediction…”
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Early prediction of ransomware API calls behaviour based on GRU-TCN in healthcare IoT by Jueun Jeon, Seungyeon Baek, Byeonghui Jeong, Young-Sik Jeong

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Machine learning models in enhancing prediction of health-related indices among older adults: A scoping review by Raoof Nopour

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Potential cerebrospinal fluid metabolomic biomarkers and early prediction model for Parkinson’s disease by Yifan Zhang, Yifan Zhang, Yuexin Yan, Xiangxu Kong, Haijun Zhang, Shengyuan Su

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Evaluation of Early Stage Traits as an Indicator of Genetic Variation in Winter Lentil by Murat ERMAN, Fatih ÇIĞ, Figen CERİTOĞLU, Mustafa CERİTOĞLU

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Early prediction of colorectal adenoma risk: leveraging large-language model for clinical electronic medical record data by Xiaoyu Yang, Jinjian Xu, Hong Ji, Jun Li, Bingqing Yang, Liye Wang

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Artificial intelligence and machine learning in acute respiratory distress syndrome management: recent advances by Songbei Li, Songbei Li, Ruiming Yue, Sen Lu, Jingchao Luo, Xiaoxiao Wu, Zhao Zhang, Mingzong Liu, Yuxin Fan, Yuxin Fan, Yuxuan Zhang, Yuxuan Zhang, Chun Pan, Xiaobo Huang, Hongli He

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Prediction of clinical deterioration risk at 8 hours after arrival in emergency department in non‐traumatic patients using trends in modified early warning score level by Wen‐Chen Lin, Chin‐Fu Chang, Yan‐Ren Lin, Chih‐Wen Twu, Mei‐Chu Chen, Yu‐Pin Ku, Kang‐Ping Lin, Ching‐Hsiung Lin

Subjects: “…early prediction of deterioration risk…”
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Nomogram risk prediction model for acute respiratory distress syndrome following acute kidney injury by Hui Lin, Hui Lin, Hui Lin, Yilin Ren, Yilin Ren, Yilin Ren, Jing Cui, Junnan Guo, Junnan Guo, Junnan Guo, Mengzhu Wang, Mengzhu Wang, Mengzhu Wang, Lihua Wang, Lihua Wang, Lihua Wang, Xiaole Su, Xiaole Su, Xiaole Su, Xi Qiao, Xi Qiao, Xi Qiao

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Early Prediction of Students’ Performance Through Deep Learning: A Systematic and Bibliometric Literature Review by İhsan Hakan Selvi, Tuğba Yıldız, Orhan Torkul, Ahmet Kala

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