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Boosting algorithms

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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Privacy-preserving recommender system using the data collaboration analysis for distributed datasets

Tomoya Yanagi, Shunnosuke Ikeda, Noriyoshi Sukegawa, Yuichi Takano

published 21 Apr 2025

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Supervised Machine Learning and Physics Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy

Akshansh Mishra, Vijaykumar Jatt, Eyob Messele Sefene, Sachin Salunkhe, Robert Cep, Emad Abouel Nasr

published 04 Apr 2025

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RRMSE-enhanced weighted voting regressor for improved ensemble regression

Shikun Chen, Wenlong Zheng

published 17 Mar 2025

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Evaluation of stroke sequelae and rehabilitation effect on brain tumor by neuroimaging technique: A comparative study

Xueliang Guo, Lin Sun

published 24 Feb 2025

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Machine learning-based analyzing earthquake-induced slope displacement

Jiyu Wang, Niaz Muhammad Shahani, Xigui Zheng, Jiang Hongwei, Xin Wei

published 06 Feb 2025

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