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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Localiser automatiquement les organes dans le scanner featured image
Ia-Sante

Localiser automatiquement les organes dans le scanner

Co-encadrement de la thèse de Prasad Samarakoon (2016) : des forêts de régression plus légères et plus robustes pour localiser automatiquement les organes dans des images scanner, …

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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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