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Machine Learning for Enhanced COPD Diagnosis: A Comparative Analysis of Classification Algorithms.

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第一作者： Walaa H,Elashmawi

第一单位： Department of Computer Science, Suez Canal University, Ismailia 41522, Egypt.;Department of Computer Science, Misr International University, Cairo 11828, Egypt.

作者： Walaa H,Elashmawi ^[1] ; Adel,Djellal ^[2] ; Alaa,Sheta ^[3] ; Salim,Surani ^[4] ; Sultan,Aljahdali ^[5]

作者单位： Department of Computer Science, Suez Canal University, Ismailia 41522, Egypt.;Department of Computer Science, Misr International University, Cairo 11828, Egypt. ^[1] Department of Electronics, Electrotechnics, and Automation (EEA), National Higher School of Technology and Engineering, Annaba 23000, Algeria. ^[2] Computer Science Department, Southern Connecticut State University, New Haven, CT 06515, USA. ^[3] Department of Pharmacy & Medicine, Texas A&M University, College Station, TX 75428, USA. ^[4] Computer Science Department, Taif University, Taif 21944, Saudi Arabia. ^[5]

关键词 artificial neural network (ANN)chronic obstructive pulmonary disease (COPD)machine learning (ML)random forest classifier (RFC)

DOI 10.3390/diagnostics14242822

PMID 39767182

发布时间 2025-01-08

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Machine Learning for Enhanced COPD Diagnosis: A Comparative Analysis of Classification Algorithms.

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Machine Learning for Enhanced COPD Diagnosis: A Comparative Analysis of Classification Algorithms.

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