Predicting respiratory motion using online learning of recurrent neural networks for safer lung radiotherapy
An application of UORO to time series forecasting for healthcare in Matlab
Here, I summarize my research article "Prediction of the position of external markers using a recurrent neural network trained with unbiased online recurrent optimization for safe lung cancer radiotherapy" published in "Computer methods and programs in biomedicine" (2022) and present its main findings. This is the first work about the application of UORO to radiotherapy, and I show its effectiveness compared to classical methods.
