Machine-Learning

Prasad

Light Random Regression Forests for automatic multi-organ localization in CT images

Classic Random Regression Forests (RRFs) used for multi-organ localization describe the random process of multivariate regression by storing the histograms of offset vectors along …

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Ia-Sante

Automatically locating organs in CT images

Co-supervision of Prasad Samarakoon's PhD (2016): lighter, more robust regression forests to automatically locate organs in CT images, within the LPR project. My first turn toward …

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Prasad

Fully Automatic Organ Localization in Medical Images Using Improved Random Regression Forests

The article presents the use of an improved random regression forest method to localize multiple organs in Computed Tomography (CT) images. The method was trained using 50 CT …

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