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Machine learning

Promises and pitfalls of using LLMs to identify actor stances in political discourse

Viviane Walker, Mario Angst

published 19 Nov 2025

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Using machine learning for detection of Parkinson’s disease and mild cognitive impairment

Anthaea-Grace Patricia Dennis, Sarah L. Martin, Robert Chen, Philip Gerretsen, Antonio P. Strafella

published 19 Nov 2025

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A meaningful prediction of functional decline in amyotrophic lateral sclerosis based on multi-event survival analysis

Christian Marius Lillelund, Sanjay Kalra, Russell Greiner, The Pooled Resource Open-Access ALS Clinical Trials Consortium (PRO-ACT)

published 18 Nov 2025

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Demand forecasting and inventory optimization of distribution equipment: A fusion model based on genetic algorithm and machine learning

Qingbo Tu, Hongyang Zhang, Weiwei Li, Jing Duan, Chao Kong

published 18 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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Fast machine learning image reconstruction of radially undersampled k-space data for low-latency real-time MRI

Johanna Topalis, Jakob Dexl, Katharina Jeblick, Rabea Klaar, Christopher Kurz, Timo Löhr, Andreas Mittermeier, Balthasar Schachtner, Anna Theresa Stüber, Tobias Weber, Philipp Wesp, Jens Ricke, Max Seidensticker, Guillaume Landry, Michael Ingrisch, Olaf Dietrich

published 17 Nov 2025

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Non-destructive defect detection in powder metallurgy automotive oil pump stators using acoustic signals and machine learning classification

Mohammad Hossein Hadizadeh Isfahani, Hamid Moeenfard, Abbas Rohani

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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Predicting 30-day and 1-year mortality in heart failure with preserved ejection fraction (HFpEF)

Ikgyu Shin, Nilay Bhatt, Alaa Alashi, Keervani Kandala, Karthik Murugiah

published 14 Nov 2025

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Deepfake defense: Combining spatial and temporal cues with CNN–BiLSTM–transformer architecture

Srijana Yadav, S. Sudheer Mangalampalli

published 14 Nov 2025

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Enhanced multi-horizon photovoltaic power forecasting: A novel approach integrating ICEEMDAN decomposition with hierarchical frequency neural networks

Yaopeng Han, Chenxi Li, Siqi Chen, Jinghao Zhao, Yajun Tian, Jun Wang

published 14 Nov 2025

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Obscured-ensemble models for genomic prediction

Rounak Saha, Amir Morshedian, Jia Sun, Robert Duncan, Mike Domaratzki

published 14 Nov 2025

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