Table 5 Test results of each model on the hippocampus MRI dataset.

From: Bone tumor recognition strategy based on object region and context representation in medical decision-making system

Model

Accuracy

Precision

Recall

F1-score

IOU

DSC

FPN

0.9255

0.7865

0.8913

0.8215

0.8316

0.8215

Unet

0.9765

0.9402

0.9344

0.9132

0.8945

0.9132

32

0.8772

-

-

0.7321

0.7213

0.7321

33

0.9789

0.9658

0.9432

0.9236

0.9012

0.9236

Our

0.9896

0.9629

0.9512

0.9288

0.9023

0.9288

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