From: Automated classification of urine biomarkers to diagnose pancreatic cancer using 1-D convolutional neural networks
Study
Classifier
Recall
Precision
Specificity
F1-score
AUC
Accuracy
ALPU et al. [41]
LR
0.64
0.89
-
0.74
0.77
0.76
Debernardi et al. [19]
0.83
96.2
0.92
Blyuss et al. [40]
NN, RF, SVM, LR
0.81
0.90
0.94
Laxminarayanamma et al. [42]
CNN
0.96
0.97
0.95
Developed 1D CNN-LSTM
0.98
0.97a