Automatic Spine Vertebra segmentation in CT images using Deep Learning
- Resource Type
- Conference
- Authors
- Wu, Ping-Cheng; Huang, Teng-Yi; Juan, Chun-Jung
- Source
- 2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Intelligent Signal Processing and Communication Systems (ISPACS), 2019 International Symposium on. :1-2 Dec, 2019
- Subject
- Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
- Language
- ISSN
- 2642-3529
In this study, we aimed to develop a fully automatic segmentation and classification system for spine vertebra regions. We used datasets provided by xVertSeg and trained a SegNet segmentation model. In our preliminary result, this model was able to identify the spine vertebra regions and levels.