Review
Copyright ©The Author(s) 2021.
World J Gastroenterol. Jul 7, 2021; 27(25): 3734-3747
Published online Jul 7, 2021. doi: 10.3748/wjg.v27.i25.3734
Table 4 Applications of artificial intelligence in primary small intestinal tumor
Ref.
Diagnostic method
AI technology
Training set
Testing set
Outcomes
Inoue et al[88]EGDCNN531 images1080 imagesAccuracy: 94.7%-100%
Liu et al[90]CESVM89 patients - Sen: 97.8%, Spe: 96.7%
Vieira et al[89,91]CESVM29 patients (936 images) - This SVM outperforms others by more than 5%
Barbosa et al[93]CECNNEp: 104, Cp: 100Ep: 92, Cp: 100Sen: 98.7%, Spe: 96.6%
Panarelli et al[94]MicroRNA sequencing ML84 samples - Accuracy (Ts: 98.5%, Vs: 94.4%)
Drozdov et al[95]Gene expression profilingML73 samples - Differentiated from normal cells (Sen: 100%, Spe: 92%), metastases prediction (Sen: 100%, Spe: 100%)
Kjellman et al[96]Plasma protein multibiomarker Random forestmodelEp:135, Cp: 143 - AUCs: 0.97
Yan et al[97]CTRandom forestmodel213 patients - AUCs: 0.943