Label-efficient Multi-organ Segmentation Method with Diffusion Model

no code implementations • 23 Feb 2024 • Yongzhi Huang, Jinxin Zhu, Haseeb Hassan, Liyilei Su, Jingyu Li, Binding Huang

In this study, we present a label-efficient learning approach using a pre-trained diffusion model for multi-organ segmentation tasks in CT images.

Computed Tomography (CT) Denoising +2

Ins-ATP: Deep Estimation of ATP for Organoid Based on High Throughput Microscopic Images

1 code implementation • 13 Mar 2023 • Xuesheng Bian, Cheng Wang, Shuting Chen, Weiquan Liu, Sen Xu, Jinxin Zhu, Rugang Wang, Zexin Chen, Min Huang, Gang Li

Performing ATP bioluminescence causes cell lysis of organoids, so it is impossible to observe organoids' long-term viability changes after medication continually.