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Table 3 Proposed method comparison

From: MRI-based brain tumor segmentation using FPGA-accelerated neural network

Method

Year

Dice (DSC)

Average execution time

[28]

2018

0.84

2–4 min

[29]

2018

0.95

5.50 s

[30]

2019

0.85

15.25 s

[21]

2020

0.89

0.71 s

Our FPGA method

–

0.88

0.15 s