EURASIP Journal on Advances in Signal Processing

Table 1 Ablation study of the proposed method

From: A dynamic few-shot learning framework for medical image stream mining based on self-training

Dataset	Method	Left kidney	Right kidney	Spleen	Liver	Mean
Abdomen-MRI	Self-training	71.33	76.52	66.02	71.63	71.38
	+PDS	72.02	76.78	66.54	72.25	71.90
	+ARM	72.98	76.53	68.15	72.46	72.53
	+PDS and ARM	74.57	78.74	68.01	73.84	73.79
Abdomen-CT	Self-training	59.68	51.24	58.23	70.23	59.85
	+PDS	61.22	51.96	60.37	71.88	61.36
	+ARM	61.68	55.49	60.13	70.94	62.06
	+PDS and ARM	64.59	55.57	61.11	74.56	63.95

PDS and ARM represent the proxy-based distance score and augmentation-and-recombination module, respectively

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