Hierarchical Forest; High-resolution; Long-sequence; Transformer; 3D Imaging; Segmentation

1 paper across 1 session

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

SHF: Symmetrical Hierarchical Forest with Pretrained Vision Transformer Encoder for High-Resolution Medical Segmentation

#5015 Spotlight · Enzhi Zhang, Peng Chen, Rui Zhong, Du Wu, Jun Igarashi, Isaac Lyngaas, Xiao Wang, Masaharu Munetomo, Mohamed Wahib

A lightweight approach that adaptively patches the input image to increase token information density and encode hierarchical spatial structures into the input embedding.