Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 Challenge.
Diedre CarmoLetícia RittnerRoberto de Alencar LotufoPublished in: CoRR (2022)
Keyphrases
- computed tomography
- medical images
- medical imaging
- ct images
- open source
- liver segmentation
- ct data
- ct scans
- contrast enhanced
- three dimensional
- image reconstruction
- computer tomography
- image segmentation
- lung nodules
- pet ct
- imaging modalities
- magnetic resonance images
- fracture detection
- computed tomography scans
- magnetic resonance
- level set
- medical image segmentation
- medical image processing
- anatomical structures
- image registration
- x ray
- magnetic resonance imaging
- inter observer variability
- computer aided diagnosis
- lymph nodes
- image processing
- image analysis
- region growing
- mr images
- segmentation algorithm
- volume rendering
- pet images
- fully automatic
- region of interest
- lung cancer patients
- shape prior
- computer vision