Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI.
Felix TerhagPhilipp KnechtgesAchim BasermannRaúl TemponePublished in: CoRR (2023)
Keyphrases
- left ventricle
- long axis
- post hoc
- multislice
- cardiac mri
- cardiac mr images
- machine learning
- fully automatic
- magnetic resonance imaging
- blood pool
- short axis
- echocardiographic images
- cardiac mr
- partial volume
- mri data
- left ventricular
- positron emission tomography
- mri images
- magnetic resonance images
- medical images
- image analysis
- wall motion
- cardiac magnetic resonance
- tagged mri
- mr images
- pattern recognition
- tagged mr images
- anatomical knowledge
- phase contrast
- cross section
- accurate segmentation
- magnetic resonance angiography
- computer tomography
- magnetic resonance
- ct images
- medical imaging
- computer vision
- physiological parameters
- cardiac motion
- brain tumors
- manual segmentation
- ultrasound images
- semi automatic
- graph cuts
- edge detection
- image segmentation