Machine learning for the automatic assessment of aortic rotational flow and wall shear stress from 4D flow cardiac magnetic resonance imaging.
Garrido-Oliver J, Aviles J, Córdova MM, Dux-Santoy L, Ruiz-Muñoz A, Teixido-Tura G, Maso Talou GD, Morales Ferez X, Jiménez G, Evangelista A, Ferreira-González I, Rodriguez-Palomares J, Camara O, Guala A.
Garrido-Oliver J, et al.
Eur Radiol. 2022 Oct;32(10):7117-7127. doi: 10.1007/s00330-022-09068-9. Epub 2022 Aug 17.
Eur Radiol. 2022.
PMID: 35976395
Automatic flow assessment showed excellent (ICC > 0.9) agreement with manual quantification of SFRR and good-to-excellent agreement (ICC > 0.75) in the measurement of IRF and axial and circumferential WSS. ...Automatic assessment of complex flow characteristics such …
Automatic flow assessment showed excellent (ICC > 0.9) agreement with manual quantification of SFRR and good-to-excellent agreemen …