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. 2023 Feb 20;13:2987. doi: 10.1038/s41598-023-29656-z

Table 5.

Comparison of the result with base papers.

Author Methodology Results
Sanchez and Bram van Ginneken11 Knowledge-based collaborative deep learning 94% Accuracy
Chaofeng Li, Guoce Zhu, Xiaojun Wu, and Yuanquan Wang18 Chest radiography with 5-fold cross-validation 87% Sensitivity
Siddharth Bhatia, Yash Sinha, and Lavika Goel13 Machine learning algorithms XGBoost and RF 84% Accuracy
Muhammad Imran Faisal, Saba Bashir, Zain Sikandar Khan, Farhan Hassan Khan17 Ensemble learning method with SVM, GNB, MLP, and NN 90% Accuracy
Proposed methodology Deep ensemble 2D CNN architecture 95% Accuracy