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

Adam the optimizer over the feature space

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