An ensemble of hybrid CNN-transformer models segments brain tumors and a modified 3D Pix2Pix GAN synthesizes healthy tissue in glioma-affected MRI regions, with reported BraTS 2023 scores.
Tumor labels are Edema in yellow (ED), Enhancing Tumor in green (ET), and Non-enhancing Component (NC) in red
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Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI
An ensemble of hybrid CNN-transformer models segments brain tumors and a modified 3D Pix2Pix GAN synthesizes healthy tissue in glioma-affected MRI regions, with reported BraTS 2023 scores.