A tool for patient specific dose volume histogram QA
Note all work on RxCheck was completed while working at The Ottawa Hospital Cancer Centre. All rights to the code belong to TOHCC. The demonstration version on this site is available with their permission.
A selection of the tech that RxCheck is built with:
- Python & Django
- numpy, scipy, pandas
- Bootstrap 3
RxCheck is a web application built to do semi-automated quality assurance checks on radiotherapy treatments. It works by importing dose volume histograms from treatment planning systems and comparing the radiation dose in patients organs and target volumes to predefined dosimetry constraints defined by the patients careplan.
For example a Careplan for a prostate patient might inclue the following constraints:
- PTV_7600:V7600cGy ≥ 95.0%
- PTV_7600:V7220cGy ≥ 98.0%
- PTV_7600:V8132cGy ≤ 2.0%:
- PTV_6000:V6000cGy ≥ 95.0%
- PTV_6000:V5700cGy ≥ 98.0%
- CTV_7600:V7600cGy ≥ 100.0%
- CTV_6000:V6000cGy ≥ 100.0%
- Femur_L:V5000cGy ≤ 5.0%
- Femur_R:V5000cGy ≤ 5.0%
- Rectum:V7500cGy ≤ 15.0%
- Rectum:V7000cGy ≤ 25.0%
- Rectum:V6500cGy ≤ 35.0%
RxCheck also allows you to save patient plans and generate aggregate statistics about how well your treatment plans are conforming to Careplans on average across your clinic (Fig 3).
Treatment planning systems
A flexible architecture (Fig 1.) has been used to make it very simple to add support for any treatment planning system or other sources of DVH data with very little code. Currently importing backends for Monaco, XiO and Tomotherapy treatment planning systems.
A live demo of RxCheck will be online very soon.
For more information on this project please contact Dan La Russa at TOH. If you email me, I can put you in touch with him.