Background:
Three-Dimensional visualization of brain tumors is very useful in both
diagnosis and treatment stages of brain cancer.
Discussion:
It helps the oncologist/neurosurgeon to take the best decision in Radiotherapy and/or
surgical resection techniques. 3D visualization involves two main steps; tumor segmentation and
3D modeling.
Conclusion:
In this article, we illustrate the most widely used segmentation and 3D modeling
techniques for brain tumors visualization. We also survey the public databases available for evaluation
of the mentioned techniques.
<span>3D visualization plays an essential role in medical diagnosis and setting treatment plans especially for brain cancer. There have been many attempts for brain tumor reconstruction and visualization using various techniques. However, this problem is still considered unsolved as more accurate results are needed in this critical field. In this paper, a sequence of 2D slices of brain magnetic resonance Images was used to reconstruct a 3D model for the brain tumor. The images were automatically segmented using a wavelet multi-resolution expectation maximization algorithm. Then, the inter-slice gaps were interpolated using the proposed modified shape-based interpolation method. The method involves three main steps; transferring the binary tumor images to distance images using a suitable distance function, interpolating the distance images using cubic spline interpolation and thresholding the interpolated values to get the reconstructed slices. The final tumor is then visualized as a 3D isosurface. We evaluated the proposed method by removing an original slice from the input images and interpolating it, the results outperform the original shape-based interpolation method by an average of 3% reaching 99% of accuracy for some slice images.</span>
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