Research Article
Segmentation of Brain Tissues from MRI Images Using Multitask Fuzzy Clustering Algorithm
Table 4
The average values in terms of the Dice similarity coefficient for a single tissue, including WM, GM, and CSF.
| Image | WM | GM | CSF | FCM | DMFCM | WMT-FCM | FCM | DMFCM | WMT-FCM | FCM | DMFCM | WMT-FCM |
| Image 1 | 0.8989 | 0.9791 | 0.9801 | 0.6555 | 0.9317 | 0.9649 | 0.3901 | 0.4876 | 0.9750 | Image 2 | 0.7425 | 0.9064 | 0.9550 | 0.6327 | 0.7248 | 0.9219 | 0.4716 | 0.5657 | 0.9424 | Image 3 | 0.7708 | 0.8851 | 0.9309 | 0.5067 | 0.6615 | 0.8793 | 0.2717 | 0.1815 | 0.9060 | Image 4 | 0.9303 | 0.9852 | 0.9887 | 0.7525 | 0.9454 | 0.9769 | 0.3915 | 0.5872 | 0.9772 | Image 5 | 0.8207 | 0.8649 | 0.9306 | 0.4161 | 0.5926 | 0.8818 | 0.0910 | 0.2729 | 0.9090 | Image 6 | 0.7317 | 0.8583 | 0.8885 | 0.3946 | 0.6271 | 0.8089 | 0.1662 | 0.1662 | 0.8316 | Image 7 | 0.8933 | 0.9414 | 0.9729 | 0.6328 | 0.8051 | 0.9508 | 0.1927 | 0.2891 | 0.9628 | Image 8 | 0.9232 | 0.8967 | 0.9773 | 0.7225 | 0.6457 | 0.9583 | 0.0968 | 0.2903 | 0.9672 | Image 9 | 0.8367 | 0.8375 | 0.9616 | 0.7061 | 0.7137 | 0.9297 | 0.2838 | 0.3784 | 0.9440 |
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