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Boosting algorithms

Machine learning-based prediction of glioma grading

Shihong Liu, Yunfang Xie, Xuanli Gong, Jieyu He, Wei Zou

published 26 Dec 2025

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Forecasting urban air quality in Paris using ensemble machine learning: A scalable framework for environmental management

Somia A. Asklany, Doaa Mohammed, Ismail K. Youssef, Majed Nawaz, Wajdan Al Malwi

published 20 Nov 2025

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Machine learning algorithms for predicting and identifying the influencing predictors of antenatal care visits among women in Bangladesh: Evidence from BDHS 2022 data

Md. A. Salam, Md. Merajul Islam, Md. Rezaul Karim

published 31 Oct 2025

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Construction and application of machine learning models for predicting intradialytic hypotension

Pingping Wang, Ningjie Xu, Lingping Wu, Yue Hong, Yihui Qu, Zhijian Ren, Qun Luo, Kedan Cai

published 08 Oct 2025

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A water solubility prediction algorithm based on the StackBoost model

Bin Pan, Xiaoyu Hou, Mingxin Zhang, Jingxian Yu, Conghui Zhang, Yunhui Zhang, Xiaolong Su, Shuangcai Li

published 29 Aug 2025

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Optimizing ensemble machine learning models for accurate liver disease prediction in healthcare

W. El Atifi, O. El Rhazouani, Fida Muhammad Khan, H. Sekkat

published 28 Aug 2025

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Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models

Guang Tu, Zhonglan Cai, Ling Wu, Hang Yu, Hongke Jiang, Haijian Luo

published 14 Aug 2025

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Development of a risk prediction model for sepsis-related delirium based on multiple machine learning approaches and an online calculator

Lang Gao, Guang Dong Wang, Xing Yi Yang, Shi Jun Tong, Xu Jie Wang, Yun Ruo Chen, Jin Ying Bai, Ya Xin Zhang

published 16 Jul 2025

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Ensemble machine learning prediction model for clinical refraction using partial interferometry measurements in childhood

Sa Ra Kim, Dong Hyun Kang, Gon Soo Choe, Dae Hee Kim

published 10 Jul 2025

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Machine learning-based drought prediction using Palmer Drought Severity Index and TerraClimate data in Ethiopia

Tadele Melese, Gizachew Assefa, Baye Terefe, Tatek Belay, Getachew Bayable, Abebe Senamew

published 18 Jun 2025

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Machine learning driven dashboard for chronic myeloid leukemia prediction using protein sequences

Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

published 18 Jun 2025

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Optimization of non-smooth functions via differentiable surrogates

Shikun Chen, Zebin Huang, Wenlong Zheng

published 30 May 2025

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Expected length of stay in residential aged care facilities in Australia: Assessing the impact of dementia using machine learning

Alexander Fracalossi, Jinhui Zhang, Evelyn Lee, Yanlin Shi

published 16 May 2025

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