Tucker Netherton
@nethertonians.bsky.social
I am a medical physicist at MD Anderson Cancer Center in the United States and member of the Radiation Planning Assistant team to create tools and AI solutions for low resource cancer clinics
Reposted by Tucker Netherton
Last month the first manuscript of my PhD project was published! We developed methods to generate suboptimal dose distributions in controlled ways - an important step in my goal to create an automated platform for education in plan quality review. Read it here! doi.org/10.1002/acm2... #JACMP
<em>Journal of Applied Clinical Medical Physics</em> | AAPM Journal | Wiley Online Library
Background Radiation oncology residents report a lack of understanding and confidence in assessing radiotherapy plan quality. A contributing factor is the environment in which plan review is taught ...
doi.org
November 10, 2025 at 7:53 PM
Last month the first manuscript of my PhD project was published! We developed methods to generate suboptimal dose distributions in controlled ways - an important step in my goal to create an automated platform for education in plan quality review. Read it here! doi.org/10.1002/acm2... #JACMP
This is an example of 2D-2D image registration of a reference radiograph and an image taken from an image guidance system. The optimizer converges and the best registration is found.
July 17, 2025 at 9:46 PM
This is an example of 2D-2D image registration of a reference radiograph and an image taken from an image guidance system. The optimizer converges and the best registration is found.
Fun exercise made in Colab demonstrating volume bias in DSC when comparing two segmentations
July 3, 2025 at 8:25 PM
Fun exercise made in Colab demonstrating volume bias in DSC when comparing two segmentations
Adam the optimizer over the feature space
June 24, 2025 at 7:17 PM
Adam the optimizer over the feature space
People may say that they aren’t using their degree, but I think education is never a wasted effort, it’s part of your formation
June 20, 2025 at 1:39 PM
People may say that they aren’t using their degree, but I think education is never a wasted effort, it’s part of your formation
Time at the IAEA - International Concerence on Advances in Radiation Oncology. I met some amazing leaders, saw some old friends and made new ones.
June 9, 2025 at 8:59 PM
Time at the IAEA - International Concerence on Advances in Radiation Oncology. I met some amazing leaders, saw some old friends and made new ones.
Take a look at how machine learning QA performs on data from other clinics.
www.sciencedirect.com/science/arti...
External validation of an algorithm to detect vertebral level mislabeling and autocontouring errors - ScienceDirect
#machinelearning #radiotherapy
www.sciencedirect.com/science/arti...
External validation of an algorithm to detect vertebral level mislabeling and autocontouring errors - ScienceDirect
#machinelearning #radiotherapy
June 9, 2025 at 8:13 PM
Take a look at how machine learning QA performs on data from other clinics.
www.sciencedirect.com/science/arti...
External validation of an algorithm to detect vertebral level mislabeling and autocontouring errors - ScienceDirect
#machinelearning #radiotherapy
www.sciencedirect.com/science/arti...
External validation of an algorithm to detect vertebral level mislabeling and autocontouring errors - ScienceDirect
#machinelearning #radiotherapy