Expert-Level Annotation Quality Achieved by Gamified Crowdsourcing for B-line Segmentation in Lung Ultrasound.
Mike JinNicole M. DugganVaroon BashyakarlaMaria Alejandra Duran MendicutiStephen HalliseyDenie BernierJoseph StegemanErik P. DuhaimeTina KapurAndrew J. GoldsmithPublished in: CoRR (2023)
Keyphrases
- computed tomography images
- image segmentation
- image analysis
- segmentation algorithm
- high quality
- pixel level
- fully automatic
- medical ultrasound
- mechanical turk
- segmentation method
- ultrasound images
- level set
- multiscale
- line extraction
- shape prior
- automatic segmentation
- accurate segmentation
- volume data
- lung nodules
- pet ct
- ultrasound imaging
- chest radiographs
- vessel segmentation
- carotid artery
- active learning
- medical images