2 papers
cs.CV2025
Anisotropic Fourier Features for Positional Encoding in Medical Imaging
Nabil Jabareen, Dongsheng Yuan, Dingming Liu +2
The adoption of Transformer-based architectures in the medical domain is growing rapidly. In medical imaging, the analysis of complex shapes - such as organs, tissues, or other ana…
cs.CV2024
ISImed: A Framework for Self-Supervised Learning using Intrinsic Spatial Information in Medical Images
Nabil Jabareen, Dongsheng Yuan, Sören Lukassen
This paper demonstrates that spatial information can be used to learn interpretable representations in medical images using Self-Supervised Learning (SSL). Our proposed method, ISI…