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Machine learning algorithms

Albumin-corrected anion gap as a predictor of 28-day mortality in acute respiratory distress syndrome: A machine learning-based retrospective study

Qiudie Liu, Mengqi Zhang, Daoxin Wang

published 20 Nov 2025

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Cross-modal fusion of brain imaging and clinical data for Parkinson’s disease progression prediction

Jinyu Wen, Amei Chen, Jingxin Liu, Hua Xiong, Meie Fang, Xinhua Wei

published 20 Nov 2025

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Deep learning-based forest fire detection using an improved SSD algorithm with CBAM

Diansheng Zhang, Yueyuan Zhang, Leilei Dong, Shifeng Ruan, Zhiwei Liu

published 18 Nov 2025

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Classifying complex multimorbidity using latent class analysis and machine learning to generate insights into clustering of mental and cardiometabolic conditions

Moumita Mukherjee, Samhita Mukherjee, Hruthik Reddy Thokala, Raja Hashim Ali

published 17 Nov 2025

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ESA-YOLO: An efficient scale-aware traffic sign detection algorithm based on YOLOv11 under adverse weather conditions

ChenHao Li, ShuXian Liu, ZiNuo Peng

published 14 Nov 2025

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CattleNet-XAI: An explainable CNN framework for efficient cattle weight estimation

Md Junayed Hossain, Jannatul Ferdaus, Ashraful Islam, M. Ashraful Amin

published 13 Nov 2025

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Unveiling complex patterns: An information-theoretic approach to high-order behaviors in microarray data

Antonio Lacalamita, Alfonso Monaco, Grazia Serino, Daniele Marinazzo, Nicola Amoroso, Loredana Bellantuono, Marianna La Rocca, Tommaso Maggipinto, Ester Pantaleo, Emanuele Piccinno, Viviana Scalavino, Sabina Tangaro, Gianluigi Giannelli, Sebastiano Stramaglia, Roberto Bellotti

published 13 Nov 2025

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A novel scrolling text reading paradigm for improving the performance of multiclass and hybrid brain computer interface systems

Ebru Ergün, Önder Aydemir, Onur Erdem Korkmaz

published 13 Nov 2025

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Comparing machine learning, deep learning, and reinforcement learning performance in Culex pipiens predictive modeling

Wei Yin, Sanad H. Ragab, Michael G. Tyshenko, Teresa Feria Arroyo, Tamer Oraby

published 13 Nov 2025

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A novel image encryption framework using Wireworld cellular automaton and hybrid chaotic maps for enhanced security

Bayan Alabdullah, Hadeel Alsolai, Fatimah Alhayan, Atif Ikram, Abrar Almjally, Mohammad Shehab, Marwan Ali Albahar

published 13 Nov 2025

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Machine learning-based prediction of metabolic dysfunction-associated steatotic liver disease using National Health and Nutrition Examination Survey (NHANES) data

Yong Zhang, Xiang Liu, Xingqiang Zhang, Yangfan Fei, Xiaoxu Li

published 12 Nov 2025

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Integrative machine learning and multi-omics framework identifies shared biomarkers for rheumatoid arthritis and ulcerative colitis

Meili Liu, Jun Ge, Lei Guo, Zhengzheng Wu, Zimo Cheng, Zenggen Liu, Yi Liu

published 10 Nov 2025

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A robust machine learning approach for DC bias prediction in DCO-OFDM based Li-Fi systems

Marwah Salman, David Siddle, Yuan Gao

published 10 Nov 2025

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