Search results for "T2W-MRI"

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Normalization of T2W-MRI Prostate Images using Rician a priori

2016

International audience; Prostate cancer is reported to be the second most frequently diagnosed cancer of men in the world. In practise, diagnosis can be affected by multiple factors which reduces the chance to detect the potential lesions. In the last decades, new imaging techniques mainly based on MRI are developed in conjunction with Computer-Aided Diagnosis (CAD) systems to help radiologists for such diagnosis. CAD systems are usually designed as a sequential process consisting of four stages: pre-processing, segmentation, registration and classification. As a pre-processing, image normalization is a critical and important step of the chain in order to design a robust classifier and over…

Normalization (statistics)Computer scienceNormalization (image processing)T2W-MRI02 engineering and technology[ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processing030218 nuclear medicine & medical imaging03 medical and health sciencesProstate cancer0302 clinical medicineProstateRician fading0202 electrical engineering electronic engineering information engineeringmedicineComputer visionSegmentation[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processingpre-processingProstate cancermedicine.diagnostic_testbusiness.industryCancerMagnetic resonance imagingImage segmentationmedicine.diseasemedicine.anatomical_structurenormalizationComputer-aided diagnosisA priori and a posteriori020201 artificial intelligence & image processingcomputer-aided diagnosisArtificial intelligencebusiness[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
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