Combinatorial Network-Based Manifold Topological Deep Learning for Image Analysis
arXiv:2609.25453v1 Announce Type: new Abstract: Medical image analysis remains fundamentally challenging because of the intricate geometric and topological structures present in medical data. Conventional convolutional neural networks model images as regular Euclidean grids, limiting their ability…
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- 2026-09-23 04:00 · arXiv cs.CV
Combinatorial Network-Based Manifold Topological Deep Learning for Image Analysis