Research Article

Evaluation of Commonly Used Algorithms for Thyroid Ultrasound Images Segmentation and Improvement Using Machine Learning Approaches

Table 3

Comparison of our approaches with other segmentation algorithms.

DatasetHausdorff distance (mm)

ACWE8.1
GC8.3
PBC9.5
RFC7.5
CNN7.0
Volumetric mass spring model11.1
Surface mass spring model9.8