Automatic computed tomography image segmentation method for liver tumor based on a modified tokenized multilayer perceptron and attention mechanism
The proposed network demonstrated efficient liver tumor segmentation performance with less inference time. Our findings contribute to the application of neural networks in rapid clinical diagnosis and treatment.
Authors
- Y. F. Lyu (ORCID: https://orcid.org/0009-0009-6871-5647)
- Jie Zhang (ORCID: https://orcid.org/0000-0001-7821-4808)
- Bo Han Yang (ORCID: https://orcid.org/0000-0001-5407-453X)
- Jun Zhang (ORCID: https://orcid.org/0000-0002-4991-0414)
Institutions
- Donghua University (CN)
Publication Details
- Journal
- Quantitative Imaging in Medicine and Surgery
- Published
- 2025-03-01
- DOI
- https://doi.org/10.21037/qims-24-2132
- Citations
- 5
- Primary Topic
- Brain Tumor Detection and Classification
- Type
- article
- Field-Weighted Citation Impact
- 4.21