
Ning Mao
Articles
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Dec 26, 2024 |
academicradiology.org | Yaqi Wang |Fengjie Liu |Haicheng Zhang |Qi Wang |Pengyi Yu |Jianwei Wang | +7 more
Key WordsComputed tomographyDeep learningInverted papillomaNasal polypsProteomicGet full text accessLog in, subscribe or purchase for full access. REFERENCES1. Anari, S. ∙ Carrie, S. Sinonasal inverted papilloma: narrative reviewJ Laryngol Otol. 2010; 124:705-7152. Hedman, J. ∙ Kaprio, J. ∙ Poussa, T. ... Prevalence of asthma, aspirin intolerance, nasal polyposis and chronic obstructive pulmonary disease in a population-based studyInt J Epidemiol. 1999; 28:717-7223.
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Dec 18, 2024 |
mdpi.com | Ning Mao
4. Results 4.1. Evaluation of Model PerformanceTable 3 and Table 4 present the MAE, MSE, and RMSE values of different machine learning models under various training and testing split strategies (i.e., 7:3 and 8:2). The results indicate that the LSTM model consistently achieves the lowest errors under both split ratios, outperforming other models. Specifically, with a 7:3 split, the LSTM model’s MAE is 0.58, its MSE is 0.44, and its RMSE is 0.67.
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May 11, 2024 |
mdpi.com | Yong You |Fan Yu |Ning Mao
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