<div style="color: #d4d4d4; background-color: #1e1e1e; font-family: Consolas, 'Courier New', monospace; font-size: 18px; line-height: 24px; white-space: pre;">Weakly-supervised segmentation (WSS) has emerged as a solution to mitigate the conflict between annotation cost and model performance by adopting sparse annotation formats (e.g., point, scribble, block, etc.). Typical approaches attempt to exploit anatomy and topology priors to directly expand sparse annotations into pseudo-labels.

Dataset Files

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[1] Yixiang Liu, "Sparsely-annotated Datasets for ProCNS", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/7b2a-pe59. Accessed: Jan. 20, 2025.
@data{7b2a-pe59-24,
doi = {10.21227/7b2a-pe59},
url = {http://dx.doi.org/10.21227/7b2a-pe59},
author = {Yixiang Liu },
publisher = {IEEE Dataport},
title = {Sparsely-annotated Datasets for ProCNS},
year = {2024} }
TY - DATA
T1 - Sparsely-annotated Datasets for ProCNS
AU - Yixiang Liu
PY - 2024
PB - IEEE Dataport
UR - 10.21227/7b2a-pe59
ER -
Yixiang Liu. (2024). Sparsely-annotated Datasets for ProCNS. IEEE Dataport. http://dx.doi.org/10.21227/7b2a-pe59
Yixiang Liu, 2024. Sparsely-annotated Datasets for ProCNS. Available at: http://dx.doi.org/10.21227/7b2a-pe59.
Yixiang Liu. (2024). "Sparsely-annotated Datasets for ProCNS." Web.
1. Yixiang Liu. Sparsely-annotated Datasets for ProCNS [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/7b2a-pe59
Yixiang Liu. "Sparsely-annotated Datasets for ProCNS." doi: 10.21227/7b2a-pe59