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Fig. 4 | European Radiology Experimental

Fig. 4

From: Opening the black box of machine learning in radiology: can the proximity of annotated cases be a way?

Fig. 4

Possible instances of location of the current case (CC) in the feature space. a The current case (red triangle) falls into a region crowded with annotated cases (ACs), supposed to be equally classified with high confidence (red circles). b The CC falls into an uninhabited region, which would highlight a lack of training or validation similar cases. c The CC falls into a crowded region, yet with different classifications of ACs (red and orange circles), most likely with relatively low confidence

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