Marat O. Zinovev

Deformable Medical Image Registration with KAN-Based Implicit Neural Representations

Nikita A. Drozdov, Marat O. Zinovev, Dmitry V. Sorokin

Deformable image registration (DIR) is central to medical image analysis, supporting spatial alignment for longitudinal studies and multi-modal fusion. Learning-based methods such as CNNs and transformers provide rapid inference but often require large training datasets and can u…Read more