International Journal of Research in Engineering and Technology · 2014 · 125 citations · 12 references
MedicineBiomedical EngineeringBiomedical ImagingDiagnostic ImagingNeuro-oncologyBrain TumorsCancer DetectionImage SegmentationMedical Image AnalysisMedical ImagingTumor DetectionBrain Tumor DiagnosisImage-based Tumor DetectionLesion SegmentationMedical Image SegmentationMorphological Image SegmentationRegion-based SegmentationTumor Location AssessmentTumor Segmentation
Image processing is an active research area in which medical image processing is a highly challenging field. Medical imaging techniques are used to image the inner portions of the human body for medical diagnosis. Brain tumor is a serious life altering disease condition. Image segmentation plays a significant role in image processing as it helps in the extraction of suspicious regions from the medical images. In this paper we have proposed segmentation of brain MRI image using K-means clustering algorithm followed by morphological filtering which avoids the misclustered regions that can inevitably be formed after segmentation of the brain MRI image for detection of tumor location.
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Jashan Selvakumar, A. Lakshmi, T. Arivoli · IEEE-International Conference On Advances In Engineering, Science And Management · 2012 · 184 citations
Krishna Kant Singh, Akansha Singh · 2010 · 112 citations