3 papers
eess.IV2026
Human Gaze-based Dual Teacher Guidance Learning for Semi-Supervised Medical Image Segmentation
Rongjun Ge, Chong Wang, Yuxin Liu +10
In the field of medical image segmentation, the scarcity of labeled data poses a major challenge for existing models to accurately perceive target regions. Compared with manual ann…
eess.IV2026
An effective interactive brain cytoarchitectonic parcellation framework using pretrained foundation model
Shiqi Zhang, Fang Xu, Pengcheng Zhou
Cytoarchitectonic mapping provides anatomically grounded parcellations of brain structure and forms a foundation for integrative, multi-modal neuroscience analyses. These parcellat…
cs.CV2024
NeuroFly: A framework for whole-brain single neuron reconstruction
Rubin Zhao, Yang Liu, Shiqi Zhang +5
Neurons, with their elongated, tree-like dendritic and axonal structures, enable efficient signal integration and long-range communication across brain regions. By reconstructing i…