0000000000935134

AUTHOR

Carmelo Militello B

showing 1 related works from this author

A novel framework for MR image segmentation and quantification by using MedGA

2019

BACKGROUND AND OBJECTIVES: Image segmentation represents one of the most challenging issues in medical image analysis to distinguish among different adjacent tissues in a body part. In this context, appropriate image pre-processing tools can improve the result accuracy achieved by computer-assisted segmentation methods. Taking into consideration images with a bimodal intensity distribution, image binarization can be used to classify the input pictorial data into two classes, given a threshold intensity value. Unfortunately, adaptive thresholding techniques for two-class segmentation work properly only for images characterized by bimodal histograms. We aim at overcoming these limitations and…

ING-INF/06 - BIOINGEGNERIA ELETTRONICA E INFORMATICAAdaptive thresholding; Bimodal intensity distribution; Evolutionary computation; Image pre-processing; Magnetic Resonance imaging; Quantitative medical imagingComputer scienceAdaptive thresholdingImage ProcessingDecision MakingNeurosurgeryComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONHealth InformaticsContext (language use)Adaptive thresholding; Bimodal intensity distribution; Evolutionary computation; Image pre-processing; Magnetic Resonance imaging; Quantitative medical imaging; Algorithms; Brain Neoplasms; Computer Simulation; Decision Making; Female; Humans; Image Processing Computer-Assisted; Leiomyoma; Neurosurgery; Radiosurgery; Software; Magnetic Resonance ImagingEvolutionary computationRadiosurgeryING-INF/05 - SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI030218 nuclear medicine & medical imaging03 medical and health sciencesComputer-Assisted0302 clinical medicineHistogramQuantitative medical imagingmedicineImage Processing Computer-AssistedHumansSegmentationComputer SimulationHistogram equalizationmedicine.diagnostic_testLeiomyomaSettore INF/01 - Informaticabusiness.industryBrain NeoplasmsINF/01 - INFORMATICAMagnetic resonance imagingPattern recognitionImage segmentationThresholdingComputer Science ApplicationsBimodal intensity distributionImage pre-processingTransformation (function)Magnetic Resonance imagingFemaleArtificial intelligencebusiness030217 neurology & neurosurgeryAlgorithmsSoftware
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