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Machine learning

The prognostic value of the early neutrophil-to-lymphocyte ratio for 28-day mortality in sepsis patients: A machine learning-based investigation of the MIMIC database

Jiyang Liao, Qianwen Xiang, Xingwang Chen, Long Wu, Houwang Chen, Zhijun Yao, Huachu Wu, Jianbo Lai

published 02 Jun 2026

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Development of an exploratory prediction model for preoperative CK19 expression in esophageal cancer driven by radiomics and machine learning

Jiafu Yang, Sicheng Wang, Xin Chen, Liping Liu, Yangkang Li

published 01 Jun 2026

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Residual-guided hybrid framework for adversarially robust deep learning-based network intrusion detection

Sudip Saha, Muhammad Arslan Pervaiz, Muhammad Safwat Rahman, Shahriar Ahmmed, Jannatul Maua

published 01 Jun 2026

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GEC-DTSP: A GNN–RL-based Edge–Cloud Digital Twin framework for real-time traffic forecasting and adaptive signal control

Fayez Alanazi, Ammar Armghan, Ahmed Jamal Abdullah Al-Gburi, Amr Yousef

published 01 Jun 2026

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Screening and comprehensive analysis of endoplasmic reticulum stress-related biomarkers in atherosclerosis

Xiaomeng Qu, Yiming Shao, Han Li, Yuhan Bao, Zhen Sun, Shuhua Yu

published 01 Jun 2026

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Generative adversarial networks for enhanced performance prediction of square CFST members under axial tension

Hongtao Zhang, Yang Liu, Junbo Yan

published 01 Jun 2026

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SVTRv2X: Enhanced scene text recognition via self-distilled mixture-of-experts

Jian Guo, Hanxin Cui, Wengang Tang, Xuehai Zhou, Xing Xu, Qianqian Cheng

published 01 Jun 2026

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Gallstone disease classification using SLOA-optimized CatBoost classifier with explainable AI

Prosenjit Das, Md. Ayaj Uddin Khan, Proshenjit Sarker, Abdullah-Al Nahid

published 01 Jun 2026

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Regularized regression in ultra-small chemometric datasets: A methodological case study using FTIR spectra of Schiff bases

Khudhayr Abdullah Rashedi, Tariq Saleh Alshammari, Khalid Mohammed Alshammari, Talal Abdulrahman Alanazi, Javid Shabbir, Tahir Mehmood

published 01 Jun 2026

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Machine learning models based on magnetic resonance imaging for predicting Lymphovascular Invasion in Invasive Breast Cancer

Hong Li, Jieling Huang, Jianning Hou, Xinxin Chen, Cheng Zhi, Zhiming Li

published 29 May 2026

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TransGrid-CostOpt: A hybrid transformer framework for cost prediction and optimization of distribution network assets

Wei Xiong, Jie Xia, YiBo Yu, SanMing Xiong, HaiYang Hu, Peng Wan, Dan Li

published 29 May 2026

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A grasp point generation algorithm for waste handling based on a generative reasoning network

Xiao Xiao, Deyu Liu, Hai Qin

published 29 May 2026

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A hybrid BiLSTM–transformer–GCN architecture with API fusion for adaptive transportation resource analytics

Mohammed Saad Javeed, Arindam Kishor Biswas, Md Nahid Hasan, Jannatul Maua, Rahomotul Islam

published 29 May 2026

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