A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images.
Christoph LeitnerRobert JarolimBernhard EnglmairAnnika KruseKaren Andrea Lara HernandezAndreas KonradEric Yung-Sheng SuJörg SchröttnerLuke A. KellyGlen A. LichtwarkMarkus TilpChristian BaumgartnerPublished in: IEEE Trans. Biomed. Eng. (2022)
Keyphrases
- ultrasound images
- human centered
- machine learning
- ambient intelligence
- heart motion
- speckle noise
- medical ultrasound
- human robot interaction
- edge detection
- echocardiographic images
- ultrasound imaging
- speckle reduction
- hidden markov models
- active contour segmentation
- abnormality detection
- carotid artery
- multimedia databases
- particle filtering
- computational intelligence
- image processing
- feature selection
- computer vision
- human computer interaction
- dimensionality reduction
- multiscale