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. 2024 Feb 16;14:3932. doi: 10.1038/s41598-024-54489-9

Figure 7.

Figure 7

Indexing and searching confusion matrices for leave-one-patient-out validation for top-5 consensus predictions in the breast dataset. Columns represent the indexing and search using deep features from KimiaNet, DINO-trained vision transformer, and DINO-trained ResNet50, respectively. Rows represent results in three experimental setups using no normal atlas, using a normal atlas with Isolation Forest, and using a normal atlas with one-class SVM, respectively.