View Classification of Color Doppler Echocardiography via Automatic Alignment Between Doppler and B-Mode Imaging
Charton J, Ren H, Khambhati J, DeFrancesco J, Cheng J, Waheed A, Marciniak S, Moura F, Cardoso R, Lima B, Steen E, Samset E, Picard M, Li X, Li Q. View Classification of Color Doppler Echocardiography via Automatic Alignment Between Doppler and B-Mode Imaging. Lecture Notes In Computer Science 2022, 13565: 64-71. DOI: 10.1007/978-3-031-16902-1_7.Peer-Reviewed Original ResearchColor Doppler echocardiography imageLow-dimensional embeddingDeep learning techniquesHeterogeneous image featuresOpen-source toolHuman annotatorsImage segmentationClassification algorithmsLearning techniquesB-mode imagesB-mode videosNon-intrusiveImage featuresAutomatic processingClassificationEchocardiography imagesDisease diagnosisImagesImage analysisVideoEmbeddingAlgorithmDatasetAnnotationB-mode