About this document
GMM Fuzzy C-Means for Lung Nodule Segmentation by trangdutt88 is a document available to read on EtoBox.
The document presents a study on the segmentation of pulmonary nodules in thoracic CT images using a novel GMM fuzzy C-means (GMMFCM) algorithm. This method addresses challenges such as noise, low contrast, and variable nodule shapes by incorporating local spatial information and Gaussian mixture model (GMM) statistical data. Experimental results demonstrate that the GMMFCM algorithm outperforms existing state-of-the-art segmentation techniques on relevant datasets.
- Author
- trangdutt88
- Language
- EN