ExtMarker

3D motion of chest external markers

Dataset Information
Modalities
Medical, Time series
Introduced
2013
License
Homepage

Overview

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.

Variants: ExtMarker

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Multivariate Time Series Forecasting UORO Prediction of the Position of … 2021-06-02

Research Papers

Recent papers with results on this dataset: