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Machine learning

Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models

Zahra Mansour, Verena Nicole Uslar, Dirk Weyhe, Danilo Hollosi, Nils Strodthoff

published 02 Jan 2026

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From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani, Mohammad Sattari, Asghar Ehteshami

published 02 Jan 2026

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A visualization-supported, hierarchical, action-learning model for driving behavior in a V2X environment

Xuantong Wang, Jing Li, Jecca Bowen

published 02 Jan 2026

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Predicting the frequency of positive laboratory submissions for porcine reproductive and respiratory syndrome in Ontario, Canada, using autoregressive integrated moving average, exponential smoothing, random forest, and recurrent neural network

Tatiana Petukhova, Maria Spinato, Tanya Rossi, Michele T. Guerin, Cathy A. Bauman, Pauline Nelson-Smikle, Davor Ojkic, Zvonimir Poljak

published 31 Dec 2025

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Exploring the molecular link between obstructive sleep apnea and interstitial cystitis/bladder pain syndrome: A bioinformatics and machine learning study

Yang Xu, Fei Jiang, Bin Zheng, Guang-Lei Zhang, Ren-Hu Li

published 31 Dec 2025

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Enhancing trust in news media: A multimodality approach to detecting fake news with social constructs

Ishfaq Ali, Muhammad Asif, Osama Sohaib, Ahmet Savaşan, Hanan Aljuaid

published 31 Dec 2025

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A hybrid machine learning model for pulmonary tuberculosis forecasting of Chongqing with adjacent-region data

Yilin Zhang, Hongbo Song, Shuangxueer Zhang, Xiaoying Wang, Junjie Tang

published 31 Dec 2025

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Intelligence prediction of integrated circuit reliability based on SSA-LSTM fusion architecture

Ying Qian, Bing Liu, Beibei Su, Chunyan Zhang

published 31 Dec 2025

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Modeling and experimental evaluation of biochar-mediated biofiltration for hydrogen sulfide capture from biogas

Mohsen Zarei, Mohammad Reza Bayati, Abbas Rohani, Mohammadali Ebrahimi-Nik, Bijan Hejazi

published 31 Dec 2025

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Deep learning for deep learning performance: How much data is needed for segmentation in biomedical imaging?

Junhyeok Lee, Hyungjin Chung, Minseok Suh, Jeong-Hoon Lee, Kyu Sung Choi

published 31 Dec 2025

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AI-driven approaches for dysgraphia diagnosis using online and offline handwriting data: A comprehensive scoping review

Avisa Fallah, Yazdan ZandiyeVakili, Hedieh Sajedi

published 31 Dec 2025

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Identification of PANoptosis-associated genes in hepatic ischemia-reperfusion injury by integrated bioinformatics analysis and machine learning

Alimu Tulahong, Xinlu Xu, Aimitaji Abulaiti, Talaiti Tuergan, Pingping Qiao, Dalong Zhu, Chang Liu, Rexiati Ruze, Tuerganaili Aji, Yingmei Shao

published 30 Dec 2025

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Crop classification with UAV multispectral remote sensing, employing an enhanced ResNet50 residual network

Chenwei Xu, Shixian Lu, Xiang Feng, Xuelin Zhang, Jianxiong Wang

published 30 Dec 2025

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