JOURNAL ARTICLE

Medical Image Segmentation using Genetic Algorithm

Divya KaushikUtkarsha SinghParidhi SinghalV. K. Singh

Year: 2013 Journal:   International Journal of Computer Applications Vol: 81 (18)Pages: 10-15

Abstract

Segmentation is used as the first and the most important phase in the recognition and treatment of a disease in analyzing medical images like MRI images.It is challenging due to poor contrast and artifacts that result in missing or diffuse organ/tissue boundaries.In this paper, we will discuss different ways to automate the segmentation of medical images.We except further improvements can be achieved by incorporating as much prior information as possible (e.g.texture, shape, & spatial location of organs) into a single framework.

Keywords:
Computer science Genetic algorithm Artificial intelligence Segmentation Image (mathematics) Computer vision Machine learning

Metrics

26
Cited By
0.78
FWCI (Field Weighted Citation Impact)
36
Refs
0.79
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
AI in cancer detection
Physical Sciences →  Computer Science →  Artificial Intelligence

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