Detection and Localization of Early-Stage Multiple Brain Tumors Using a Hybrid Technique of Patch-Based Processing, k-means Clustering and Object Counting

<div>Applying <i>k</i>-means clustering on the MRI image and detection of Skull edge. (a) Original MRI image with tumors of different sizes. (b) <i>k</i>-means clustered MRI image. (c) Detection of the largest surrounding edge (skull).</div>

International Journal of Biomedical Imaging

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Figure 3: Detection and Localization of Early-Stage Multiple Brain Tumors Using a Hybrid Technique of Patch-Based Processing, k-means Clustering and Object Counting 

Figure 3 | Detection and Localization of Early-Stage Multiple Brain Tumors Using a Hybrid Technique of Patch-Based Processing, k-means Clustering and Object Counting 