Search Results for author: Shiqi Peng

Found 2 papers, 0 papers with code

Learning-based Bone Quality Classification Method for Spinal Metastasis

no code implementations14 Feb 2024 Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya zhang, Yan-Feng Wang, Hui Zhao

In this paper, we explore a learning-based automatic bone quality classification method for spinal metastasis based on CT images.

Binary Classification Classification +3

Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation

no code implementations14 Feb 2024 Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya zhang, Yan-Feng Wang, Hui Zhao

In this paper, we propose a Weakly supervised Iterative Spinal Segmentation (WISS) method leveraging only four corner landmark weak labels on a single sagittal slice to achieve automatic volumetric segmentation from CT images for VBs.

Segmentation Weakly supervised segmentation

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