ExtMarker
3D motion of chest external markers
MedicalTime seriesCC BY 4.0Introduced 2013-12-03
Three-dimensional position of external markers placed on the chest and abdomen of healthy individuals breathing during intervals from 73s to 222s. The markers move because of the respiratory motion, and their position is sampled at approximately 10Hz. Markers are metallic objects used during external beam radiotherapy to track and predict the motion of tumors due to breathing for accurate dose delivery.
The same data was used and described in detail in the following article: Krilavicius, Tomas, et al. “Predicting Respiratory Motion for Real-Time Tumour Tracking in Radiotherapy.” ArXiv:1508.00749 [Physics], Aug. 2015. arXiv.org, http://arxiv.org/abs/1508.00749.
Benchmarks
Multivariate Time Series Forecasting/JitterMultivariate Time Series Forecasting/MAEMultivariate Time Series Forecasting/Maximum errorMultivariate Time Series Forecasting/RMSEMultivariate Time Series Forecasting/normalized RMSETime Series Analysis/JitterTime Series Analysis/MAETime Series Analysis/Maximum errorTime Series Analysis/RMSETime Series Analysis/normalized RMSETime Series Forecasting/JitterTime Series Forecasting/MAETime Series Forecasting/Maximum errorTime Series Forecasting/RMSETime Series Forecasting/normalized RMSE