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Machine learning

Machine learning-based on model for explain risk of 24-hour death in critically ill patients in the prehospital setting: A retrospective cohort study

Shengtao Li, Zhanzhan Li, Ruqiao Luo, Yanfen Li, Aoli Shi, Yanyan Li

published 12 Feb 2026

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A modular and interpretable framework for tabular data analysis using LLaMA 7B: Enhancing preprocessing, modeling, and explainability with local language models

Shahab Ahmad Al Maaytah, Ayman Qahmash

published 12 Feb 2026

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Multimodal generative AI for automated pavement condition assessment: Benchmarking model performance

Chang Xu, Lei Shu, Anh Dao, Yue Cui

published 12 Feb 2026

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Development of a multi-task learning framework with gradnorm for precise wound tissue analysis

Hyunyoung Kang, Byungho Oh, Solam Lee, YuSung Chu, Jiye Kim, Sejung Yang

published 12 Feb 2026

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A machine learning framework for predicting fuel consumption and CO₂ emissions in hybrid and combustion vehicles: comparative analysis and performance evaluation

Rania A. Ibrahim, Nahla E. Zakzouk

published 11 Feb 2026

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Preoperative evaluation of C2 pedicle screw placement using a deep learning model: Development and validation study

Junhao Bao, Wei Wang, Yuelin Wu, Hao Ren, Zhaoquan Liang, Qiang Xiao, Yeyang Wang, Fengshi Jing, Weibin Cheng, Li Zhang

published 11 Feb 2026

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Exploring the toxicological mechanisms of Benzo[a]anthracene (BaA) exposure in lung adenocarcinoma (LUAD) via network toxicology, machine learning, and multi-dimensional bioinformatics analysis

Zhiyao Shi, Zhiyong Fang, Qiang Qin, Yu Gao, Xi Yang, Likun Liu, Xixing Wang

published 11 Feb 2026

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Metabolomics-guided machine learning reveals diagnostic and mechanistic biomarkers in CHB with MASLD

Chuyang Wang, Yutao Chen, Huanming Xiao, Jianxiong Cai, Ruihua Wang, Xuan Zeng, Ming Lin, Wofeng Liu, Xiaoling Chi, Qubo Chen

published 11 Feb 2026

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Winners and losers in the platform revolution

J. Christopher Westland

published 10 Feb 2026

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Interpretable ensemble machine learning framework for cardiovascular disease prediction using EMR data and large language models in Ethiopia

Alemu Kumilachew Tegegnie, Kibrom Tewolde

published 09 Feb 2026

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A hybrid framework for notebook market analysis: Integrating social media sentiment mining with expert knowledge for feature prioritization

Mehrdad Maghsoudi, Mohammadreza Bakhtiari, Hamidreza Bakhtiari

published 09 Feb 2026

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Enhanced extractive text summarization framework for low-resourced Urdu language

Shahzad Nazir, Muhammad Asif, Shahbaz Ahmad, Hanan Aljuaid, Shahbaz Ahmad

published 09 Feb 2026

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High accuracy breast cancer classification with BIRADS and coclustering

Run Zhou, Xujiang Yu, Jianhao Wang

published 09 Feb 2026

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