Table 5 Comparison of the result with base papers.
From: Deep learning ensemble 2D CNN approach towards the detection of lung cancer
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 |
