Radiotherapy Dose Optimization via Clinical Knowledge Based Reinforcement Learning

Author:

Dubois PaulORCID,Cournède Paul-HenryORCID,Paragios NikosORCID,Fenoglietto Pascal

Publisher

Springer Nature Switzerland

Reference18 articles.

1. Treatment planning system basics. Oncol. Med. Phys. https://oncologymedicalphysics.com/introduction-to-treatment-planning-systems/

2. Brooks, R.: What is reinforcement learning? December 2021. https://online.york.ac.uk/what-is-reinforcement-learning/

3. Das, I.J., Compton, J.J., Bajaj, A., Johnstone, P.A.: Intra- and inter-physician variability in target volume delineation in radiation therapy. J. Radiat. Res. (2021). https://doi.org/10.1093/jrr/rrab080. https://academic.oup.com/jrr/advance-article/doi/10.1093/jrr/rrab080/6367625

4. Dubois, P.: Radiotherapy dosimetry: a review on open-source optimizer, May 2023. http://arxiv.org/abs/2305.18014, arXiv:2305.18014 [cs, eess]

5. Galvin, J.M., Smith, A.R., Lally, B.: Characterization of a multileaf collimator system. Int. J. Radiat. Oncol. Biol. Phys. 25(2), 181–192 (1993). https://doi.org/10.1016/0360-3016(93)90339-W. https://linkinghub.elsevier.com/retrieve/pii/036030169390339W

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