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cs.CV2026
De-GAN - Dynamic Parameter Tuned GAN for 3D Medical Image Segmentation: A Step Towards Generalisation
Zoha Usama, Azadeh Alavi
Brain tumor segmentation remains difficult because enhancing tumor (ET) has low contrast and overlaps surrounding tissue, while scanner and site variation causes domain shift. We p…
cs.CV2024★ 2 cited
Multimodal Fusion Learning with Dual Attention for Medical Imaging
Joy Dhar, Nayyar Zaidi, Maryam Haghighat +4
Multimodal fusion learning has shown significant promise in classifying various diseases such as skin cancer and brain tumors. However, existing methods face three key limitations.…