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Machine learning algorithms

Identification and validation of palmitoylation-related signature genes based on machine learning for prostate cancer

Qijun Wo, Jiafeng Shou, Jun Shi, Lei Shi, YunKai Yang, Yifan Wang, Liping Xie

published 04 Dec 2025

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Single replica spin-glass phase detection using field variation and machine learning

Ali Talebi, Mahsa Bagherikalhor, Behrouz Askari, G. Reza Jafari

published 03 Dec 2025

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Predicting IVF outcomes using a logistic regression–ABC hybrid model: A proof-of-concept study on supplement associations

Uğur Ejder, Pınar Uskaner Hepsağ

published 25 Nov 2025

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Predicting the risk of postoperative constipation in middle-aged and elderly patients with lower limb fractures using machine learning algorithms

Xiaoyan Yang, Wenqiang Li, Qin Xiao, Shiyun Du, Xi Wang, Ying Zhang, Sulian Li

published 21 Nov 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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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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