Knowledge-based planning for fully automated radiation therapy treatment planning of 10 different cancer sites
KBP models for multiple treatment sites were used as a basis to generate fully automatable, efficient, consistent, high-quality, and clinically acceptable plans. These plans do not require human intervention, demonstrating the potential this work has to significantly impact treatment planning workflows.
Authors
- Christine Chung (ORCID: https://orcid.org/0000-0002-3093-6913)
- Vinod Mullassery
- Simon Hughes
- Chad Z. Tang (ORCID: https://orcid.org/0000-0002-5915-1327)
- C. Thomas (ORCID: https://orcid.org/0000-0003-2491-3915)
- Jeannette Parkes (ORCID: https://orcid.org/0000-0002-7735-1111)
- Ethan B. Ludmir (ORCID: https://orcid.org/0000-0002-5472-5344)
- Shalin J. Shah (ORCID: https://orcid.org/0000-0002-1622-8443)
- Hana Baroudi (ORCID: https://orcid.org/0000-0001-9921-4663)
- Raymond Mumme (ORCID: https://orcid.org/0000-0001-7383-6122)
- Komeela Naidoo (ORCID: https://orcid.org/0000-0003-2905-9973)
- Ajay Aggarwal (ORCID: https://orcid.org/0000-0001-9645-6659)
- Laurence E. Court (ORCID: https://orcid.org/0000-0002-3241-6145)
- Anuja Jhingran (ORCID: https://orcid.org/0000-0002-0697-1815)
- Raphael Douglas (ORCID: https://orcid.org/0009-0004-7435-2997)
- Beth M. Beadle (ORCID: https://orcid.org/0000-0001-5497-2831)
- Tina Patel (ORCID: https://orcid.org/0000-0002-2578-3393)
- Gary V. Walker (ORCID: https://orcid.org/0000-0002-0410-3264)
- Stephen Skett (ORCID: https://orcid.org/0009-0007-7294-4579)
- Adenike Olanrewaju
- Julie Wetter (ORCID: https://orcid.org/0000-0002-5401-7719)
- Prajnan Das (ORCID: https://orcid.org/0000-0002-3845-0707)
- Hannah Simonds (ORCID: https://orcid.org/0000-0002-4442-6068)
- Son Nguyen (ORCID: https://orcid.org/0000-0003-2824-2717)
- Lifei Zhang (ORCID: https://orcid.org/0000-0002-7790-9509)
- Karen E. Hoffman
- Mary Pham
- Meena Khan
- Michael S. O’Reilly
- Quyen T. Nguyen (ORCID: https://orcid.org/0000-0001-5316-0647)
- Valerie Reed
- Lauren L. Mayo (ORCID: https://orcid.org/0000-0002-3049-6364)
Institutions
- The University of Texas MD Anderson Cancer Center (US)
- University of Cape Town (ZA)
- Guy's and St Thomas' NHS Foundation Trust (GB)
- Stellenbosch University (ZA)
- Banner MD Anderson Cancer Center
- Stanford University (US)
Publication Details
- Journal
- Radiotherapy and Oncology
- Published
- 2024-10-31
- DOI
- https://doi.org/10.1016/j.radonc.2024.110609
- Citations
- 12
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 7.29
Funders
- Varian Medical Systems
- Wellcome Trust
- University of Texas MD Anderson Cancer Center
- National Cancer Institute