Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification.
Benjamin HouSung-Won LeeJung-Min LeeChristopher KohJing XiaoPerry J. PickhardtRonald M. SummersPublished in: CoRR (2024)
Keyphrases
- ct scans
- deep learning
- automated segmentation
- abdominal organs
- liver segmentation
- ct data
- organ segmentation
- fully automatic
- ct images
- computed tomography images
- medical images
- volume rendering
- computed tomography
- x ray
- computer tomography
- unsupervised learning
- computer aided detection
- computer aided diagnosis
- fracture detection
- medical image processing
- machine learning
- medical imaging
- region of interest
- image reconstruction
- automatic segmentation
- image segmentation
- level set
- segmentation method
- weakly supervised
- mental models
- segmentation algorithm
- multiscale
- energy function
- statistical shape model
- mr images