Applied result detail

Visualization of multi-modal volume segmentation

DVOŘÁK, P.

Original Title

Visualization of multi-modal volume segmentation

English Title

Visualization of multi-modal volume segmentation

Type

Software

Abstract

It can visualize single- or multi-modal 2D or 3D images in a selected plane, which can be switched. Modalities are switched by left slider, slices are changed by botom slider. Planes are switched by radiobutton group. It can be used for visualization of the segmentation, where the segmentation has to be a binary matrix. For the evaluation purposes, the manual segmentation can be input as the third argument. Both segmentation are depicted with different color (red and blue). In this case, the evaluation coefficients (Jaccard, Dice, Tanimoto, Accuracy, TPR, FNR, FPR and FNR) are computed and shown in table for particular slice and for the whole volume. This may require RoI definition, which can be input as the fourth argument, otherwise the whole image/volume is considered. These coefficients may be obtained the output of the function.

Abstract in English

It can visualize single- or multi-modal 2D or 3D images in a selected plane, which can be switched. Modalities are switched by left slider, slices are changed by botom slider. Planes are switched by radiobutton group. It can be used for visualization of the segmentation, where the segmentation has to be a binary matrix. For the evaluation purposes, the manual segmentation can be input as the third argument. Both segmentation are depicted with different color (red and blue). In this case, the evaluation coefficients (Jaccard, Dice, Tanimoto, Accuracy, TPR, FNR, FPR and FNR) are computed and shown in table for particular slice and for the whole volume. This may require RoI definition, which can be input as the fourth argument, otherwise the whole image/volume is considered. These coefficients may be obtained the output of the function.

Keywords

Visualization, segmentation, image segmentation, 3D, multi-modal, evaluation

Key words in English

Visualization, segmentation, image segmentation, 3D, multi-modal, evaluation

Location

http://www.mathworks.com/matlabcentral/fileexchange/48277-visualization-of-multi-modal-volume-segmentation

Licence fee

Use of the result by another entity is possible without acquiring a license (the result is not licensed)

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