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Machine learning

Molecular mechanisms of lipid metabolism abnormalities driving sepsis and atrial fibrillation: A Systematic study based on bioinformatics and machine learning

Changze Ou, Haidong Yu, Binbin Chen, Huajun Long

Mitigating semantic label divergence in federated learning: Obfuscated encoding and alert filtering for security monitoring

Yoonho Lee, Joonghyuk Im, Jisu Kim, Myungkeun Yoon

Distinguishing post-COVID from long-COVID in adults: Development and validation of a biomarker signature using targeted proteomics and machine learning in a cross-sectional observational study

Franziska Meyer, Stephan Traidl, [ ... ], Marie-Charlotte Brüggen

R²GDN: RepGhost based residual dense network for image super-resolution

Tianyu Li, Xiaoshi Jin, [ ... ], Yangfan Rao

Influence mechanism exploration and machine learning prediction of loess compression deformation coefficient under multi-factor coupling effects

Wei Zhou, Changqing Deng, Jin Wang

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

Qijun Wo, Jiafeng Shou, [ ... ], Liping Xie

SEANN: A domain-informed neural network for epidemiological insights

Jean-Baptiste Guimbaud, Marc Plantevit, Léa Maître, Rémy Cazabet

Multi-scale dynamic graph neural network for PM2.5 concentration prediction in regional station cluster

Xin Lu, Juyang Liao, [ ... ], Yingfang Zhu

Machine learning using entropy–based texture features from MRI to differentiate histological subtypes of non–small cell lung cancer identified as metabolically active on PET/MRI

Marta Borowska, Małgorzata Mojsak, [ ... ], Małgorzata Domino

ETHIAD: A novel explainable model for detecting illicit accounts on Ethereum

Jiarong Lu, Bin Liao, Yi Liu, Kutorzi Edwin Yao

Statistical approaches for service delivery differentials as assessed through a composite indicator: Application to Ugandan local governments

Hillary Muhanguzi, Francesca Bassi, Yeko Mwanga, James Wokadala

An evaluation of Roluperidone as a promising repurposing candidate for Alzheimer’s Disease: A Computational Investigation

Rehnuma Tanjin, Md. Al-Amin, [ ... ], Md. Faruk Hossen

Identification and classification of oil and gas pipeline intru-sion events based on 1-D CNN network

Han Qin, Xiaoli Huang, Xingcheng Wang, Zhaoliang Zhou

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