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Artificial intelligence in radiation therapy /
The book provides applications of artificial intelligence (AI) in radiation therapy according to the clinical radiotherapy workflow.
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) :
IOP Publishing,
[2022]
|
| Colección: | IOP (Series). Release 22.
IPEM-IOP series in physics and engineering in medicine and biology. IOP ebooks. 2022 collection. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 1. Introduction / Iori Sumida
- 2. Artificial intelligence and machine learning / Omid Nohadani
- 3. Overview of AI applications in radiation therapy / Yang Sheng and Jiahan Zhang
- 4. Introduction to CT/MR simulation in radiotherapy / Iori Sumida and Noriyuki Kadoya
- 5. Organ delineation / Xiao Ying and Men Kuo
- 6. Automated treatment planning / Charles Huang and Lei Xing
- 7. Artificial intelligence in adaptive radiation therapy / Yi Wang, Bin Cai, Leigh Conroy and X. Sharon Qi
- 8. AI-augmented image guidance for radiation therapy delivery / Zhao Wei
- 9. AI for quality management in radiation therapy / Quan Chen, Yi Rong, Zhichao Wang and Tianye Niu
- 10. Data-driven approaches in radiotherapy outcome modeling / Ibrahim Chamseddine, Yejin Kim and Clemens Grassberger
- 11. Challenges in artificial intelligence development of radiotherapy / Huanmei Wu and Jay S. Patel.