Table 7.

Summary of XAI application in cancer–related research.

REFERENCES	METHOD	APPLICATION
Yang Et al. ( 28)	Laplacian Eigenmaps	Brain tumor classification using MRS
Zhao And Bolouri (29)	Cluster analysis and LASSO	Lung cancer patients’ stratification
Hao Et al. (30)	Sparse Deep Learning	Long-term survival prediction for glioblastoma
Suh Et al. (31)	Shapley Value	Decision-supporting for prostate cancer
Izadyyazdanabadi Et al. (32)	MLCAM	Brain tumor localization
Couture Et al. (33)	Super-pixel Maps	Histologic tumor subtype classification
Meldo et al. (34)	LIME	Lung lesion segmentation
Moncada−Torres et al. (35)	Shap	Prediction of a breast cancer survival