Medical image generation device, medical image generation method, and medical image generation program
The medical image generation apparatus generates pseudo-tumor images using pre-trained models and templates with directional shapes or grades, overcoming data scarcity by creating detailed tumor simulations from healthy individuals' images, thus improving training datasets.
JP2026101479APending Publication Date: 2026-06-22KYUSHU UNIV +1
Patent Information
- Authority / Receiving Office
- JP · JP
- Patent Type
- Applications
- Current Assignee / Owner
- KYUSHU UNIV
- Filing Date
- 2024-12-10
- Publication Date
- 2026-06-22
Smart Images
Figure 2026101479000001_ABST
Abstract
The goal is to generate the desired medical data. [Solution] The medical image generation apparatus according to this embodiment includes an acquisition unit, a determination unit, and a first generation unit. The acquisition unit acquires a three-dimensional medical image. The determination unit determines a template relating to a three-dimensional shape having directionality. The first generation unit inputs the template and the three-dimensional medical image into a first trained model and generates three-dimensional silhouette data relating to a tumor from the first trained model according to the shape specified by the template.
Need to check novelty before this filing date? Find Prior Art